sha
stringlengths
40
40
text
stringlengths
1
13.4M
id
stringlengths
2
117
tags
listlengths
1
7.91k
created_at
stringlengths
25
25
metadata
stringlengths
2
875k
last_modified
stringlengths
25
25
arxiv
listlengths
0
25
languages
listlengths
0
7.91k
tags_str
stringlengths
17
159k
text_str
stringlengths
1
447k
text_lists
listlengths
0
352
processed_texts
listlengths
1
353
tokens_length
listlengths
1
353
input_texts
listlengths
1
40
embeddings
listlengths
768
768
09538f1d7efeeb1e44878bb36cf572058e4798d1
An imitation learning environment for the atari_stargunner environment, sample for the policy atari_2B_atari_stargunner_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_stargunner_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T18:17:28+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T18:18:11+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_stargunner environment, sample for the policy atari_2B_atari_stargunner_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
145cbdb9a725d8a22b4b1be3b4b46899309757d0
An imitation learning environment for the atari_tennis environment, sample for the policy atari_2B_atari_tennis_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_tennis_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T18:24:20+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T18:25:30+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_tennis environment, sample for the policy atari_2B_atari_tennis_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
bbc5108726a9cf0cc9ccf71140b100ea3ca0b7a6
An imitation learning environment for the atari_timepilot environment, sample for the policy atari_2B_atari_timepilot_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_timepilot_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T18:31:00+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T18:32:51+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_timepilot environment, sample for the policy atari_2B_atari_timepilot_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
11a32e3725358c0702ce11a725c487131715154c
An imitation learning environment for the atari_tutankham environment, sample for the policy atari_2B_atari_tutankham_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_tutankham_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T18:38:33+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T18:40:10+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_tutankham environment, sample for the policy atari_2B_atari_tutankham_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
cdc71f25a76eac312a6c3347e351a2c785f0fa02
An imitation learning environment for the atari_upndown environment, sample for the policy atari_2B_atari_upndown_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_upndown_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T18:47:28+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T18:48:32+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_upndown environment, sample for the policy atari_2B_atari_upndown_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
ea3c08c3b0dade898136ba912f64544dcd25ac37
An imitation learning environment for the atari_venture environment, sample for the policy atari_2B_atari_venture_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_venture_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T18:54:32+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T18:55:16+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_venture environment, sample for the policy atari_2B_atari_venture_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
959a0bcbfa06df12f14c5530d3aaa6859f342dc5
An imitation learning environment for the atari_videopinball environment, sample for the policy atari_2B_atari_videopinball_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_videopinball_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T19:01:50+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T19:02:43+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_videopinball environment, sample for the policy atari_2B_atari_videopinball_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
fdf505c8d6afb78e62e71b58c012f80657fb7289
An imitation learning environment for the atari_wizardofwor environment, sample for the policy atari_2B_atari_wizardofwor_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_wizardofwor_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T19:08:26+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T19:09:20+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_wizardofwor environment, sample for the policy atari_2B_atari_wizardofwor_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
9862df54ca61d77cc881660cc339d3c4daaf690e
An imitation learning environment for the atari_yarsrevenge environment, sample for the policy atari_2B_atari_yarsrevenge_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_yarsrevenge_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T19:14:58+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T19:15:52+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_yarsrevenge environment, sample for the policy atari_2B_atari_yarsrevenge_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
b788f7d8c47455a0d24b6c04a1bfed0c2c79c895
An imitation learning environment for the atari_zaxxon environment, sample for the policy atari_2B_atari_zaxxon_1111 This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
edbeeching/prj_gia_dataset_atari_2B_atari_zaxxon_1111
[ "deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning", "region:us" ]
2023-02-21T19:21:45+00:00
{"library_name": "gia", "tags": ["deep-reinforcement-learning", "reinforcement-learning", "gia", "multi-task", "multi-modal", "imitation-learning", "offline-reinforcement-learning"]}
2023-02-21T19:22:40+00:00
[]
[]
TAGS #deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us
An imitation learning environment for the atari_zaxxon environment, sample for the policy atari_2B_atari_zaxxon_1111 This environment was created as part of the Generally Intelligent Agents project gia: URL
[]
[ "TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 46 ]
[ "passage: TAGS\n#deep-reinforcement-learning #reinforcement-learning #gia #multi-task #multi-modal #imitation-learning #offline-reinforcement-learning #region-us \n" ]
[ 0.024487964808940887, -0.08059252798557281, -0.005857179872691631, 0.005360965617001057, 0.08940042555332184, 0.06360480189323425, 0.11809812486171722, 0.050070468336343765, 0.058609798550605774, 0.020048245787620544, 0.09741614013910294, 0.053782496601343155, -0.0020230067893862724, 0.13630908727645874, 0.009972752071917057, -0.26730138063430786, 0.03749272972345352, -0.09858641773462296, -0.08417245745658875, 0.050087641924619675, 0.07464908063411713, -0.050935935229063034, 0.0014032964827492833, -0.025350578129291534, -0.053517743945121765, 0.0025312616489827633, -0.005228275433182716, -0.05453193560242653, 0.16295959055423737, 0.02611052803695202, 0.18516166508197784, -0.033488526940345764, 0.0016729891067370772, -0.15879754722118378, 0.05323898419737816, 0.05490429326891899, -0.04736863449215889, 0.00637865113094449, -0.01444374118000269, -0.08901868015527725, -0.03193480148911476, 0.07956882566213608, 0.0941673293709755, 0.04044158011674881, -0.23026758432388306, -0.03706252947449684, -0.030427193269133568, 0.007077340502291918, 0.05763573944568634, -0.008699987083673477, -0.04859830066561699, 0.036952339112758636, -0.19447340071201324, -0.020403852686285973, -0.019497860223054886, -0.26290181279182434, -0.025416741147637367, 0.2414935827255249, -0.01753225363790989, 0.14046825468540192, -0.07550029456615448, 0.0776219591498375, -0.03196723759174347, 0.07058244198560715, -0.06587235629558563, -0.02121361903846264, -0.0035258817952126265, 0.08520817756652832, -0.1169533059000969, 0.02428540028631687, 0.13733695447444916, 0.009504042565822601, 0.0396806038916111, -0.15702563524246216, 0.006451647728681564, 0.1468803584575653, -0.09447891265153885, -0.07589966058731079, -0.010268020443618298, 0.13153813779354095, -0.04458216577768326, -0.12778477370738983, -0.07737869024276733, -0.01604383997619152, -0.10664380341768265, 0.007153155282139778, -0.0028199160005897284, -0.012184445746243, -0.09060072898864746, 0.07476476579904556, -0.1085638701915741, 0.04282195866107941, 0.07785174995660782, -0.07589415460824966, -0.06023607403039932, -0.11407481133937836, 0.0021613987628370523, -0.05272052809596062, 0.12118455767631531, 0.22431494295597076, 0.1275046169757843, 0.034242380410432816, -0.09473251551389694, 0.12540572881698608, 0.06851157546043396, 0.03629814088344574, -0.055654581636190414, 0.05554388836026192, -0.011276657693088055, 0.0474562868475914, -0.12266628444194794, -0.0768284872174263, -0.06763935834169388, 0.05943027511239052, -0.043689653277397156, 0.09128624200820923, 0.03519812226295471, -0.005627057980746031, -0.14086464047431946, -0.009811727330088615, -0.2539469301700592, -0.01657821051776409, -0.05121214687824249, -0.05477715656161308, -0.035592883825302124, 0.059874553233385086, -0.023723216727375984, 0.11232471466064453, 0.05432717874646187, -0.08692339807748795, -0.04456017538905144, -0.06253968924283981, -0.10974239557981491, 0.00726753706112504, 0.05966150760650635, -0.018120547756552696, 0.056618575006723404, -0.1226726621389389, -0.1388150006532669, -0.07476568222045898, 0.06965930759906769, -0.06288280338048935, 0.044233035296201706, -0.1130569726228714, 0.03250674903392792, -0.0752963125705719, 0.016660109162330627, 0.09292461723089218, -0.05360417068004608, 0.07046032696962357, -0.06333079934120178, 0.02443254552781582, 0.09181685745716095, -0.01008586399257183, -0.02780718356370926, 0.03792472928762436, -0.16773134469985962, 0.08377189934253693, -0.14160767197608948, 0.10954806953668594, -0.11193588376045227, 0.06086106598377228, -0.1083216443657875, 0.10825391113758087, 0.03274666145443916, 0.19013620913028717, -0.11253751814365387, -0.05392169579863548, 0.15569080412387848, 0.00262886262498796, -0.06393233686685562, 0.12549090385437012, -0.05365452170372009, 0.3500668704509735, 0.10138572752475739, 0.2839500904083252, -0.06568273901939392, -0.06945588439702988, 0.09413054585456848, 0.1177549958229065, -0.11799969524145126, 0.07237132638692856, 0.029807642102241516, -0.008160720579326153, -0.022870566695928574, -0.012506017461419106, 0.12181971222162247, 0.15390996634960175, -0.12106024473905563, -0.11067697405815125, 0.047497235238552094, -0.052719637751579285, 0.0661047101020813, -0.011851309798657894, 0.15131902694702148, -0.043939415365457535, -0.02998489886522293, -0.12030867487192154, 0.007316683419048786, 0.027488544583320618, -0.005874681286513805, -0.18632221221923828, 0.08675163239240646, 0.09446163475513458, 0.06739214062690735, -0.10792665183544159, -0.1679585874080658, -0.04216795787215233, 0.17466939985752106, 0.11920442432165146, 0.07587199658155441, 0.07493896037340164, -0.08742347359657288, -0.050579704344272614, 0.04786631092429161, -0.04789437726140022, -0.004279719665646553, -0.039356693625450134, -0.08410781621932983, 0.04637248441576958, -0.07099678367376328, 0.017688672989606857, -0.20685897767543793, 0.0543583445250988, 0.035318948328495026, 0.06388542801141739, 0.041736993938684464, 0.024703113362193108, -0.04172861576080322, 0.003937524743378162, 0.07760175317525864, -0.09662263840436935, 0.15068963170051575, 0.010153570212423801, -0.1115029975771904, -0.04581158235669136, -0.02397938258945942, 0.21437783539295197, 0.01731681078672409, -0.19470740854740143, -0.004452004563063383, -0.08349061012268066, -0.02723248302936554, -0.008763816207647324, 0.012945440597832203, 0.10197455435991287, 0.23121139407157898, -0.0011694536078721285, 0.024043774232268333, -0.04670817032456398, 0.07358735799789429, -0.052227459847927094, -0.037421807646751404, -0.03720966726541519, 0.09015342593193054, 0.03749563544988632, -0.1768512725830078, 0.07946612685918808, 0.1946037858724594, 0.019614525139331818, 0.12532545626163483, -0.07307271659374237, -0.012279429472982883, -0.06170991063117981, 0.07508239150047302, -0.05824068561196327, 0.03859492018818855, -0.06701955199241638, -0.05254567041993141, 0.01633167825639248, 0.04171636700630188, 0.11361601203680038, -0.14897741377353668, -0.1267859935760498, -0.05613567680120468, 0.07379657030105591, 0.06543294340372086, 0.10260391235351562, -0.05425519123673439, 0.009240737184882164, 0.057088710367679596, -0.030317826196551323, 0.11601188778877258, -0.02791736274957657, 0.02002423070371151, 0.14404690265655518, -0.0869636982679367, -0.2141737937927246, -0.07397826015949249, -0.1306336522102356, 0.04136394336819649, -0.01647130772471428, -0.03898928314447403, -0.14524558186531067, 0.0035910082515329123, 0.09018123894929886, 0.2527674734592438, -0.09955521672964096, -0.07028710097074509, -0.09785027801990509, 0.13827383518218994, -0.12637095153331757, -0.07303596287965775, -0.021074900403618813, -0.057667531073093414, -0.15618328750133514, 0.020899727940559387, -0.127399742603302, -0.1165098175406456, 0.10941052436828613, 0.141318216919899, 0.0919581800699234, -0.04748979210853577, 0.15222062170505524, -0.15198278427124023, -0.05100360885262489, 0.11175581812858582, -0.05967535823583603, 0.009090010076761246, 0.008627991192042828, 0.04483950510621071, -0.15359634160995483, -0.015648353844881058, 0.10529923439025879, -0.05718608200550079, -0.17439091205596924, -0.05553136020898819, -0.052652109414339066, 0.16472133994102478, 0.023569932207465172, 0.04251629486680031, 0.08594764769077301, -0.021529655903577805, 0.11527815461158752, -0.04311211034655571, 0.08645384758710861, -0.07399369776248932, 0.03712266683578491, -0.11801201105117798, 0.035705652087926865, -0.025237541645765305, -0.04584839195013046, 0.02125219628214836, 0.2251778542995453, 0.15468452870845795, 0.1459342986345291, -0.052394215017557144, 0.10630553960800171, 0.08750267326831818, 0.005167051684111357, 0.04247739911079407, -0.018025502562522888, -0.13343238830566406, -0.08018828183412552, 0.044094618409872055, 0.04786665365099907, 0.07363010197877884, 0.16351497173309326, -0.1843647062778473, -0.06336936354637146, -0.06369148194789886, 0.08216769993305206, 0.13381347060203552, 0.02545192465186119, 0.0093862758949399, 0.04732276871800423, 0.12395873665809631, -0.07058990746736526, -0.12173254787921906, 0.12446394562721252, 0.07338009029626846, -0.17752911150455475, -0.17096880078315735, 0.004262186121195555, 0.07627376914024353, -0.10928791016340256, 0.030062317848205566, -0.18153072893619537, 0.0399206168949604, 0.0009216429316438735, 0.05086059123277664, -0.1797182410955429, 0.21686896681785583, 0.017734436318278313, 0.06980857253074646, -0.1034744530916214, -0.038326751440763474, 0.09868452697992325, 0.00505897868424654, 0.14932136237621307, 0.004862701985985041, -0.11568422615528107, -0.06181185320019722, -0.05316363647580147, 0.033116210252046585, 0.11130203306674957, -0.12526677548885345, -0.05935541167855263, 0.004867226351052523, 0.12722866237163544, 0.10162106156349182, 0.023261580616235733, -0.1092560663819313, -0.06795560568571091, -0.009866941720247269, -0.08329863846302032, 0.04194775968790054, -0.10139815509319305, -0.01604069583117962, -0.11584023386240005, 0.24174585938453674, 0.026469340547919273, 0.10789766907691956, -0.07624714076519012, 0.13331174850463867, -0.017468390986323357, 0.02874881960451603, 0.0287683866918087, 0.0057073719799518585, -0.049825526773929596, -0.14532484114170074, -0.09263003617525101, 0.2091883271932602, -0.031300440430641174, 0.05524009093642235, -0.003446984803304076, 0.055970631539821625, 0.05930684134364128, 0.04346523806452751, -0.05581263452768326, -0.016908109188079834, 0.03771895542740822, 0.010001718066632748, 0.10919224470853806, -0.04052388295531273, -0.045473527163267136, 0.10587706416845322, -0.141479030251503, 0.15032194554805756, 0.004581162706017494, -0.0668838694691658, 0.28543367981910706, 0.25314226746559143, 0.03124217316508293, 0.09522964805364609, 0.0998476967215538, -0.0467139333486557, -0.32455265522003174, 0.06396260112524033, -0.12963254749774933, 0.056803908199071884, 0.06259333342313766, -0.3088710606098175, 0.0004734870744869113, 0.06742559373378754, -0.04502810537815094, -0.02655242383480072, -0.3397425711154938, -0.06060442328453064, 0.13908013701438904, 0.02842586115002632, 0.3364429175853729, -0.041906096041202545, -0.0005305671948008239, 0.04976414516568184, 0.22091132402420044, 0.05387704074382782, -0.132257342338562, 0.11222123354673386, 0.11547504365444183, 0.006512654945254326, 0.057073548436164856, 0.010259765200316906, 0.12692704796791077, -0.09706035256385803, 0.0763985738158226, -0.011158760637044907, -0.014820065349340439, 0.05669455602765083, 0.005694938823580742, -0.1179509088397026, 0.07842139899730682, -0.046535834670066833, -0.06996148079633713, -0.04250912368297577, 0.0030376410577446222, 0.057601962238550186, 0.024245375767350197, -0.06344196945428848, -0.016993045806884766, 0.14138934016227722, -0.03411386162042618, 0.059932056814432144, 0.19162771105766296, -0.02005549520254135, 0.11573392152786255, -0.21725767850875854, 0.11815659701824188, -0.07953468710184097, 0.024690957739949226, -0.05606301873922348, -0.07302835583686829, 0.023771697655320168, -0.21944645047187805, -0.008701955899596214, 0.04510628804564476, -0.04476490989327431, 0.1720704287290573, 0.11717827618122101, -0.05144759267568588, 0.012518868781626225, 0.1419992595911026, -0.04946841672062874, -0.17158658802509308, -0.08429721742868423, 0.08264670521020889, 0.06672251224517822, -0.014086632989346981, 0.08564136177301407, 0.07910356670618057, -0.0044778925366699696, 0.04084574058651924, 0.022818973287940025, -0.2030981481075287, -0.053191281855106354, 0.06782561540603638, 0.008805989287793636, -0.044543467462062836, 0.1830504983663559, 0.018497131764888763, -0.1537279337644577, 0.06509657949209213, 0.07351867854595184, 0.026153450831770897, -0.07554539293050766, 0.047934919595718384, 0.19222654402256012, 0.185073122382164, 0.01018843986093998, -0.03373758867383003, -0.10630879551172256, 0.02902390994131565, 0.11668933182954788, 0.0815642848610878, 0.01055269967764616, -0.05435987561941147, 0.06630134582519531, 0.0679893046617508, -0.015277469530701637, 0.049870576709508896, -0.07078589498996735, -0.04432631656527519, -0.02622241899371147, 0.03788784146308899, 0.07411576062440872, -0.07428237795829773, -0.10773859918117523, -0.27266383171081543, 0.13455021381378174, 0.057003192603588104, -0.22281382977962494, 0.008679289370775223, -0.017007017508149147, 0.035082295536994934, -0.017006920650601387, -0.04845942184329033, -0.0824371874332428, -0.11679176241159439, 0.006888024974614382, 0.058826934546232224, 0.12432754784822464, 0.05674128606915474, -0.06133856624364853, 0.09653211385011673, -0.05180729553103447, 0.09481726586818695, 0.04103626310825348, 0.05007554590702057, 0.13103269040584564, -0.14833864569664001, 0.0004984617116861045, 0.05653759092092514, -0.02201930433511734, -0.05306664854288101, 0.03180818632245064, 0.008243543095886707, -0.09282507002353668, 0.030398644506931305, 0.07042811065912247, -0.06609537452459335, -0.02725018933415413, 0.08468294143676758, -0.04250755161046982, -0.10888819396495819, -0.04954948276281357, -0.05286259949207306, 0.04037439450621605, 0.05516866594552994, -0.043196048587560654, -0.009941615164279938, 0.05291856452822685, -0.0304231196641922, 0.02372404746711254, -0.00533719640225172, -0.10267680883407593, 0.21748347580432892, -0.1669209897518158, -0.005257715005427599, -0.07145367562770844, 0.19889803230762482, -0.03046540729701519, -0.05976397544145584, 0.04632189869880676, 0.07410380989313126, -0.03277124464511871, 0.1412373036146164, 0.051123686134815216, 0.1680256426334381, 0.020731454715132713, -0.06005295738577843, 0.11352093517780304, 0.030104652047157288, -0.0689179003238678, -0.04570409655570984, 0.1331595629453659, -0.027361100539565086, 0.11144011467695236, 0.06337054073810577, -0.01336605753749609, 0.0008548519108444452, 0.2083313763141632, 0.043505873531103134, -0.038269780576229095, -0.128080353140831, 0.05154881998896599, 0.04028601199388504, -0.07121965289115906, 0.03730807453393936, -0.006224694661796093, -0.03962918743491173, -0.09140267223119736, -0.168171688914299, -0.002040187595412135, -0.08602405339479446, 0.07835833728313446, -0.029179392382502556, -0.06603525578975677, 0.13465256989002228, 0.04723488911986351, -0.006525095086544752, 0.07636401802301407, -0.10300759226083755, -0.040293291211128235, 0.11270120739936829, -0.07534235715866089, 0.007873880676925182, -0.230094313621521, -0.1564752161502838, -0.1356847882270813, 0.04342110455036163, -0.06815071403980255, -0.023410217836499214, -0.06151163950562477, -0.025500936433672905, -0.1123238205909729, -0.048629891127347946, -0.042591046541929245, -0.02900945581495762, -0.054390307515859604, 0.01249676663428545, 0.03198758512735367, -0.10214251279830933, 0.010548344813287258, 0.22346876561641693, 0.02778678387403488, -0.10168299823999405, -0.15735268592834473, 0.07029247283935547, -0.11444460600614548, 0.07876120507717133, -0.09607616066932678, 0.030766211450099945, -0.060977544635534286, 0.2517337203025818, 0.15626588463783264, -0.26502278447151184, -0.05312066525220871, 0.07969605177640915, 0.01599353365600109, -0.06413664668798447, 0.11977347731590271, 0.06516888737678528, 0.04764525964856148, -0.13683733344078064, -0.07482954859733582, 0.020537778735160828, -0.05614541098475456, -0.07323393225669861, 0.11312022805213928, 0.16697688400745392, 0.05819545313715935, -0.11852733790874481, 0.14661282300949097, -0.18145526945590973, 0.13680559396743774, -0.012632522732019424, -0.13168516755104065, -0.13594530522823334, -0.05881708487868309, 0.00779357086867094, -0.08175542950630188, 0.13721761107444763, -0.01571812853217125, -0.13175830245018005, -0.22231155633926392, 0.033211711794137955, -0.013543009757995605, -0.09445521235466003, 0.0828019455075264, 0.19529050588607788, 0.09471161663532257, -0.05176664888858795, -0.05666465312242508, 0.11855519562959671, -0.018775898963212967, 0.07419931888580322, -0.05011044442653656, 0.0039013507775962353, -0.01843482442200184, -0.15887698531150818, 0.029327018186450005, -0.0007507696864195168, 0.07295912504196167, 0.1160050556063652, -0.22737759351730347, 0.057769253849983215, -0.023213081061840057, -0.15874071419239044, 0.0379587821662426, 0.06762179732322693, -0.1034572422504425, 0.06978937983512878, -0.0012816250091418624, 0.044031258672475815, -0.0014110752381384373, -0.011496263556182384, 0.0607551634311676, 0.06232445314526558, 0.037694092839956284, -0.13427573442459106, -0.12989144027233124, -0.05218714848160744, -0.009216280654072762, -0.04079235717654228, -0.08832607418298721, -0.11355143785476685, 0.0179453045129776, 0.0922192633152008, -0.14859694242477417, 0.12546609342098236, 0.21666064858436584, -0.09981643408536911, 0.002435211557894945, -0.23901577293872833, 0.06367047131061554, 0.0080955745652318, 0.011863247491419315, -0.047016095370054245 ]
0bef29bf7e2719b2c8a44835b96d91d64c836b2f
# Dataset Card for "product-10k-part1" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
matterr/product-10k-part1
[ "region:us" ]
2023-02-21T19:47:48+00:00
{"dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 751920.0, "num_examples": 2}], "download_size": 754822, "dataset_size": 751920.0}}
2023-02-21T20:35:59+00:00
[]
[]
TAGS #region-us
# Dataset Card for "product-10k-part1" More Information needed
[ "# Dataset Card for \"product-10k-part1\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"product-10k-part1\"\n\nMore Information needed" ]
[ 6, 16 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"product-10k-part1\"\n\nMore Information needed" ]
[ -0.08186063170433044, 0.0686417818069458, 0.001959096407517791, -0.01591898500919342, 0.10458466410636902, 0.12049554288387299, 0.20523756742477417, 0.06335299462080002, 0.14376282691955566, -0.04544201120734215, 0.11905588209629059, 0.11766228079795837, 0.05413743108510971, 0.32380813360214233, 0.009659109637141228, -0.10982640832662582, 0.0865093395113945, 0.05883779004216194, -0.0014002827228978276, 0.07484827935695648, 0.03632398322224617, -0.09060952067375183, 0.08946830779314041, -0.08186488598585129, -0.1793254017829895, 0.026830703020095825, 0.006612946279346943, -0.06788254529237747, 0.044189635664224625, -0.13238397240638733, 0.16170065104961395, -0.0026604796294122934, 0.073191799223423, -0.10400141030550003, 0.0011327917454764247, -0.0287929754704237, -0.00713135302066803, 0.05192651227116585, -0.034529175609350204, -0.03786012902855873, -0.09563183039426804, 0.02392611652612686, 0.032720524817705154, -0.010978295467793941, -0.09440254420042038, -0.20471206307411194, -0.09970197081565857, 0.03816970810294151, 0.039557840675115585, -0.03420513495802879, 0.07151076197624207, 0.09035063534975052, -0.04176342114806175, 0.049086134880781174, 0.08889399468898773, -0.10864834487438202, 0.08970708400011063, 0.17759466171264648, 0.08460672199726105, 0.10551169514656067, 0.037779465317726135, 0.0355234369635582, 0.10878065973520279, -0.023446563631296158, -0.03299944847822189, -0.04112470895051956, -0.058833736926317215, 0.022076250985264778, -0.011258955113589764, -0.05330485478043556, 0.3912213444709778, 0.031508080661296844, -0.02124042995274067, -0.04135312885046005, 0.0019901329651474953, -0.18834811449050903, -0.02168741449713707, 0.04203798994421959, 0.03267832472920418, -0.034105364233255386, -0.02048894576728344, -0.018158821389079094, -0.08482463657855988, -0.14481303095817566, -0.11279963701963425, 0.10312195867300034, -0.025508936494588852, 0.1738063395023346, -0.15361787378787994, -0.032295916229486465, -0.214828222990036, -0.011809239163994789, -0.008470912463963032, -0.13206961750984192, -0.0034935527946799994, 0.00007066316902637482, 0.0017507775919511914, 0.06806088238954544, 0.04462593421339989, 0.0500749908387661, 0.06103159859776497, 0.05316824093461037, 0.013241032138466835, 0.06055976822972298, 0.1383673995733261, 0.021744979545474052, 0.06399492174386978, -0.007900845259428024, -0.08436381071805954, -0.06918299198150635, 0.02273261733353138, -0.055719099938869476, -0.21998420357704163, 0.006804572883993387, -0.04227486997842789, 0.08288594335317612, -0.08096900582313538, -0.045516446232795715, -0.06508590281009674, -0.03204658254981041, 0.28676584362983704, -0.0558527335524559, -0.038237474858760834, -0.04446197301149368, -0.07658080756664276, 0.02610212378203869, -0.12161808460950851, -0.04203293099999428, 0.06360285729169846, 0.02911299094557762, -0.10386636853218079, -0.03784677013754845, -0.0712675005197525, -0.022105203941464424, 0.06186413764953613, -0.3312593698501587, 0.09830084443092346, -0.09525011479854584, -0.3354375660419464, 0.07107236981391907, 0.050973765552043915, -0.0499601811170578, 0.10717975348234177, 0.03738711029291153, 0.06267381459474564, -0.019122976809740067, -0.04526469483971596, 0.12095075100660324, -0.06672590225934982, 0.06046230345964432, -0.004453005734831095, 0.10630545020103455, -0.23316867649555206, 0.04868485406041145, -0.10533797740936279, 0.037790123373270035, -0.029244842007756233, -0.02909836545586586, -0.11730094254016876, 0.09608593583106995, -0.09507524222135544, -0.05141349136829376, -0.17341896891593933, 0.006104901432991028, -0.047448672354221344, -0.027431298047304153, -0.17976652085781097, -0.036763157695531845, 0.08658704161643982, -0.11463245749473572, -0.1386302262544632, -0.09960155189037323, 0.005563199520111084, 0.08528508245944977, 0.031081192195415497, 0.33045628666877747, 0.07535457611083984, -0.09046721458435059, -0.031008778139948845, 0.2152097076177597, -0.17065340280532837, -0.3504982590675354, 0.12252578139305115, -0.06727804988622665, -0.04237008094787598, 0.0486740805208683, 0.17611917853355408, -0.05103469640016556, -0.02137330360710621, -0.0641668364405632, -0.022382507100701332, -0.1417856514453888, 0.11728525161743164, -0.016852088272571564, 0.02960268408060074, 0.0010492538567632437, 0.053543571382761, 0.060726262629032135, 0.09694353491067886, -0.021897705271840096, -0.04416912794113159, 0.0020065982826054096, 0.2092909961938858, -0.16986703872680664, -0.03239917755126953, -0.16856667399406433, -0.044062282890081406, 0.05280924588441849, -0.09331034868955612, 0.010414434596896172, 0.06788121908903122, 0.07197872549295425, -0.04827183485031128, -0.023603077977895737, 0.04200199991464615, 0.03540161997079849, 0.06451572477817535, 0.003794813994318247, 0.008864933624863625, -0.054231174290180206, -0.09135282039642334, -0.021852977573871613, 0.0781785175204277, -0.0435437336564064, 0.01100523117929697, -0.03958966210484505, 0.021609028801321983, -0.015667716041207314, 0.022762298583984375, -0.01557689718902111, 0.033019229769706726, -0.07597798854112625, 0.05479344353079796, -0.07027249783277512, -0.05675622075796127, 0.0226993877440691, -0.05993879213929176, 0.03643357381224632, 0.13723282516002655, 0.05780242010951042, 0.002321071457117796, -0.06335924565792084, 0.013666244223713875, -0.001049187034368515, -0.00621678214520216, 0.036923252046108246, -0.18654662370681763, -0.03951192647218704, 0.0002004309353651479, -0.08820123970508575, 0.008583132177591324, 0.0632820799946785, -0.021076170727610588, -0.1184905394911766, -0.01886061765253544, 0.12801963090896606, -0.18221253156661987, 0.11826027184724808, 0.30400341749191284, 0.1315944343805313, 0.13990481197834015, -0.0791027694940567, -0.09848864376544952, -0.04617519676685333, -0.10061757266521454, -0.13294744491577148, 0.2671671509742737, -0.07507465779781342, 0.015025157481431961, 0.10679769515991211, 0.039079293608665466, 0.09990580379962921, -0.10442959517240524, -0.0456937775015831, -0.030064640566706657, -0.03251867741346359, -0.1691698282957077, 0.005740037187933922, -0.037712544202804565, 0.038426246494054794, 0.09045898169279099, 0.03174813464283943, 0.14695249497890472, 0.0032476140186190605, -0.025814425200223923, 0.14107099175453186, -0.18069776892662048, -0.20016378164291382, -0.10942687094211578, -0.06615647673606873, 0.06876573711633682, 0.03958701714873314, -0.07310034334659576, -0.12079183012247086, -0.046388544142246246, 0.04370182752609253, -0.07913574576377869, -0.15716861188411713, -0.03457958996295929, 0.03614852577447891, 0.04386470839381218, -0.08948150277137756, -0.1121520847082138, -0.007389306090772152, -0.03979387506842613, 0.09489857405424118, 0.08841399103403091, -0.11130300164222717, 0.07535862922668457, 0.15850074589252472, -0.03823743388056755, 0.08446735888719559, -0.050947193056344986, 0.038160018622875214, -0.038901135325431824, -0.021812694147229195, 0.161143958568573, -0.006994353607296944, 0.017156021669507027, 0.11594526469707489, 0.0598641075193882, -0.08537730574607849, -0.049098752439022064, -0.07940039038658142, -0.20269516110420227, -0.2260892540216446, -0.09251643717288971, -0.025891806930303574, 0.13228610157966614, 0.05158168077468872, 0.018588347360491753, -0.005281098652631044, 0.12385279685258865, 0.11422370374202728, 0.034416064620018005, -0.1251997947692871, -0.028075631707906723, -0.09904272854328156, -0.018183516338467598, 0.01605505682528019, -0.15022514760494232, 0.03669663146138191, 0.1354598104953766, 0.22677022218704224, 0.3124321401119232, 0.1185368224978447, 0.15278936922550201, 0.06018950790166855, 0.10539884120225906, 0.11416526883840561, 0.20391705632209778, 0.09821748733520508, -0.0016877149464562535, -0.007639702875167131, -0.015644023194909096, -0.023520728573203087, 0.003961012698709965, 0.0906272679567337, -0.14165295660495758, 0.04732655733823776, -0.07338938117027283, -0.005140196997672319, -0.17436441779136658, 0.14267374575138092, -0.23398375511169434, 0.0469626821577549, 0.04502670094370842, 0.15811848640441895, -0.09645160287618637, 0.06179197505116463, -0.017503393813967705, -0.08007331937551498, 0.12090235203504562, 0.02493853121995926, 0.02664334885776043, -0.07568680495023727, -0.05374079570174217, 0.023176472634077072, -0.11177396774291992, 0.030460314825177193, 0.14611171185970306, -0.1836508810520172, 0.25083258748054504, 0.03338439017534256, -0.02363380789756775, -0.14711393415927887, -0.046804673969745636, -0.10046866536140442, -0.03740644082427025, 0.1807335466146469, 0.030713912099599838, -0.18600712716579437, -0.2396746724843979, -0.08037413656711578, -0.024491436779499054, 0.14628106355667114, 0.105136439204216, -0.10664466768503189, 0.03629829362034798, -0.01709107682108879, -0.0504019670188427, -0.1558029055595398, -0.09472544491291046, -0.09602160006761551, 0.03660665452480316, -0.03310339152812958, -0.13700546324253082, 0.006078027654439211, 0.03032955341041088, -0.04995943605899811, 0.03321342170238495, 0.028410200029611588, -0.06864553689956665, -0.07840374112129211, -0.04641645774245262, 0.16489949822425842, -0.009771635755896568, 0.06918685138225555, -0.01737026870250702, -0.01501336321234703, -0.01832311414182186, -0.22783693671226501, 0.051554612815380096, -0.032209400087594986, 0.05010203272104263, -0.06116670370101929, 0.10175582021474838, -0.08058886975049973, 0.015727272257208824, -0.01330479420721531, -0.012038197368383408, -0.04973751679062843, -0.03862892836332321, 0.14828331768512726, -0.024904709309339523, 0.15867850184440613, 0.18955057859420776, 0.010999730788171291, 0.005492612719535828, 0.09322471916675568, -0.01669757440686226, 0.10771402716636658, 0.10114715993404388, -0.07387873530387878, 0.16034139692783356, 0.1841001659631729, -0.0034743736032396555, -0.23030032217502594, -0.00017879788356367499, -0.10147467255592346, -0.04228019714355469, -0.015100318938493729, -0.1155751645565033, 0.10178672522306442, 0.09098602086305618, -0.038093920797109604, 0.22757509350776672, -0.15290066599845886, -0.10042672604322433, 0.16078227758407593, 0.071141816675663, 0.29439234733581543, -0.0255264975130558, -0.06337870657444, -0.15350885689258575, -0.21860498189926147, 0.22513684630393982, -0.022127272561192513, 0.053406972438097, -0.02099159173667431, 0.09339280426502228, -0.046388883143663406, -0.08840865641832352, 0.1113850399851799, 0.06330564618110657, 0.07516742497682571, -0.05554376170039177, -0.15646696090698242, 0.19715562462806702, -0.04119136556982994, 0.11379151791334152, 0.08997669816017151, 0.034562937915325165, -0.023235252127051353, -0.022785915061831474, 0.04233463853597641, 0.03604550659656525, 0.03798937052488327, -0.10313797742128372, -0.07580078393220901, 0.026873338967561722, -0.18808580935001373, -0.0919901430606842, 0.09430205076932907, 0.06264492124319077, -0.027031315490603447, 0.012911886908113956, -0.019903145730495453, -0.06166704371571541, -0.01406891644001007, -0.08652437478303909, -0.10842853039503098, 0.056710317730903625, -0.21991585195064545, -0.00918109156191349, 0.07303021848201752, 0.007014118134975433, 0.06201398745179176, 0.05076492577791214, -0.015623914077877998, -0.003880711505189538, 0.1339113414287567, -0.06994982063770294, -0.029754476621747017, 0.057358987629413605, -0.17870961129665375, -0.02512916922569275, 0.11605572700500488, 0.0018171934643760324, 0.060944125056266785, -0.02717367559671402, -0.042637329548597336, 0.03541672229766846, -0.1253388524055481, 0.1266566962003708, 0.1445622444152832, 0.05640041083097458, -0.18174505233764648, 0.20974327623844147, 0.02768457867205143, -0.0795387327671051, -0.009161422029137611, -0.10152611136436462, -0.13387146592140198, -0.08773083239793777, 0.019661344587802887, 0.22275091707706451, 0.010424329899251461, -0.15426047146320343, 0.023977287113666534, -0.06328869611024857, 0.020277883857488632, 0.06631524115800858, 0.06104142963886261, 0.09495639055967331, 0.030015243217349052, -0.03468141332268715, -0.0020917963702231646, 0.0008276654989458621, -0.1401444971561432, 0.07203499972820282, -0.14600442349910736, -0.13231398165225983, -0.033910080790519714, 0.19787780940532684, -0.07343554496765137, -0.04128009453415871, -0.06817062199115753, 0.034821461886167526, -0.09908150881528854, 0.0285157673060894, -0.05746154487133026, -0.028015898540616035, -0.008744980208575726, 0.03486720472574234, -0.029321830719709396, -0.0005796502809971571, -0.10490304976701736, 0.09720779955387115, 0.05007224902510643, 0.016008716076612473, -0.06879628449678421, 0.010202346369624138, 0.03258837014436722, 0.09115215390920639, 0.07022542506456375, 0.14904290437698364, 0.04536877200007439, 0.11261779814958572, 0.07969813793897629, -0.0310094952583313, 0.044686105102300644, 0.07657170295715332, 0.03933630883693695, 0.082856185734272, -0.007777865044772625, 0.05811110883951187, -0.003472474869340658, 0.060416024178266525, -0.0692896768450737, -0.12548285722732544, -0.03554925695061684, -0.13764919340610504, -0.08790989220142365, -0.05365749076008797, 0.011171036399900913, 0.1367020606994629, 0.03619227930903435, 0.053631268441677094, 0.10369333624839783, -0.020380843430757523, 0.026419492438435555, -0.04036802425980568, -0.0030631215777248144, -0.12366894632577896, -0.09327631443738937, 0.0003820150450337678, -0.0013193419435992837, -0.03211703896522522, 0.4544695019721985, 0.01937285251915455, -0.056394822895526886, -0.059046670794487, 0.1934337466955185, -0.013072928413748741, 0.004808440338820219, 0.33621251583099365, 0.04889646917581558, -0.02637203224003315, -0.07313922047615051, 0.12494294345378876, -0.0416872501373291, 0.09214624762535095, 0.11212445795536041, 0.12377698719501495, -0.0011300580808892846, 0.020563241094350815, 0.08029290288686752, -0.04913691431283951, 0.02225133776664734, 0.016614528372883797, -0.04155880957841873, 0.017391173169016838, 0.06799928098917007, 0.05200865492224693, -0.06891241669654846, -0.0963805764913559, 0.03848469257354736, 0.0032256452832370996, -0.12185192108154297, -0.08044571429491043, -0.20165349543094635, -0.07527719438076019, -0.11572138965129852, 0.04523291066288948, -0.03178276866674423, -0.04555869847536087, 0.2903733253479004, 0.017972487956285477, -0.006462300196290016, 0.13316984474658966, -0.20177960395812988, 0.06143992394208908, 0.00018666655523702502, 0.044664110988378525, -0.08866514265537262, -0.0463964007794857, -0.024892250075936317, 0.04552827402949333, -0.09331468492746353, 0.0038939714431762695, -0.06531059741973877, -0.018318302929401398, 0.00360174011439085, -0.06521714478731155, -0.02422151155769825, -0.0814642459154129, 0.04739825055003166, -0.09413925558328629, 0.012331747449934483, -0.023128977045416832, 0.029388634487986565, 0.02902141958475113, 0.10242754966020584, -0.002779772039502859, -0.10630770027637482, -0.001061703427694738, -0.000875897123478353, -0.029646029695868492, 0.03636490926146507, 0.04205460846424103, -0.06826905161142349, 0.0003972907434217632, 0.25853487849235535, 0.2787933051586151, 0.05529507249593735, -0.016050241887569427, 0.09185024350881577, 0.014994199387729168, -0.02180836722254753, 0.18709374964237213, -0.03447822481393814, 0.02325485087931156, 0.00024643854703754187, -0.07904140651226044, 0.022419650107622147, -0.010688213631510735, -0.03611474484205246, 0.04712224751710892, 0.10725978761911392, -0.1290464550256729, -0.1097395047545433, 0.11174396425485611, -0.09165720641613007, 0.11917585879564285, 0.09190063923597336, -0.09565622359514236, -0.0827140063047409, -0.02584480494260788, 0.1769799292087555, 0.0036016511730849743, -0.03855203092098236, -0.10048003494739532, 0.014927178621292114, -0.03678783401846886, 0.023537401109933853, -0.3578256368637085, -0.16946330666542053, 0.020017972216010094, -0.008046344853937626, 0.07914776355028152, -0.023354457691311836, 0.16386207938194275, 0.03951885551214218, 0.040735647082328796, -0.044141385704278946, 0.12024200707674026, -0.0038417114410549402, 0.06904692947864532, 0.0043684025295078754, 0.06365928053855896, -0.04353636875748634, -0.11277344822883606, 0.016735725104808807, -0.06732099503278732, -0.025313107296824455, 0.17881213128566742, 0.003006415907293558, -0.027356423437595367, 0.00011711567640304565, -0.11027698963880539, 0.151051864027977, 0.010680152103304863, -0.00709283584728837, -0.03392405807971954, 0.011557379737496376, 0.09248069673776627, 0.09065831452608109, -0.1478235423564911, -0.05579064413905144, -0.0018610770348459482, -0.1120341494679451, 0.060018815100193024, 0.003300177399069071, -0.11166428029537201, 0.0893622562289238, -0.11444687843322754, 0.02091902121901512, -0.05581815913319588, 0.03503028303384781, 0.08707539737224579, 0.07636881619691849, -0.05182122811675072, 0.13082049787044525, 0.0182330384850502, 0.014842369593679905, -0.14299729466438293, -0.12424962222576141 ]
7d31f770123adbf09829cc14dbb707a72a98d741
# Dataset Card for "wikipedia.reorder.natural.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.natural.de
[ "region:us" ]
2023-02-21T19:55:17+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 0, "dataset_size": 2385745587}}
2023-02-21T20:24:01+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
234801d97bbee2422cbe97bc9ba6f286e4d3f642
# Dataset Card for "wikipedia.reorder.svo.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.svo.de
[ "region:us" ]
2023-02-21T20:00:17+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 1063402086, "dataset_size": 2385745587}}
2023-02-21T20:02:49+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
765d7785ff409c71c8e4c0347f8daa7b29474f3d
# Dataset Card for "wikipedia.reorder.vos.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.vos.de
[ "region:us" ]
2023-02-21T20:06:21+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 1068076681, "dataset_size": 2385745587}}
2023-02-21T20:08:01+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
88c570e2c28e45290aa502e34c174a9516cd3d36
this is a very bad dataset. a better one comming soon.
breadlicker45/youtube-comments
[ "region:us" ]
2023-02-21T20:07:34+00:00
{}
2023-02-22T20:45:23+00:00
[]
[]
TAGS #region-us
this is a very bad dataset. a better one comming soon.
[]
[ "TAGS\n#region-us \n" ]
[ 6 ]
[ "passage: TAGS\n#region-us \n" ]
[ 0.024608636274933815, -0.026205500587821007, -0.009666500613093376, -0.10395516455173492, 0.08638657629489899, 0.059816278517246246, 0.01882290467619896, 0.020661840215325356, 0.23975107073783875, -0.005599027033895254, 0.1219947561621666, 0.0015615287702530622, -0.037353623658418655, 0.03733762726187706, -0.0035912662278860807, -0.17583473026752472, 0.03876631706953049, -0.018274923786520958, 0.01843859627842903, 0.026470553129911423, -0.07776834815740585, -0.07564429938793182, 0.015296397730708122, -0.10247814655303955, -0.083692267537117, 0.11002834886312485, 0.031466204673051834, -0.019670886918902397, 0.10779199749231339, -0.04243955761194229, 0.18699054419994354, -0.011512263678014278, -0.11213519424200058, -0.2536850869655609, 0.021806683391332626, -0.01765260472893715, -0.08747660368680954, 0.01506110467016697, 0.0665089413523674, -0.09014441072940826, -0.0588928684592247, 0.0795099288225174, -0.01132340170443058, 0.04246443510055542, -0.27593839168548584, -0.12684126198291779, -0.05297930911183357, -0.1421966552734375, 0.08651168644428253, 0.04035491496324539, 0.008764253929257393, 0.15506891906261444, -0.20897391438484192, 0.004104613792151213, 0.08255259692668915, -0.2538507878780365, 0.05591634660959244, 0.17671173810958862, 0.03623908758163452, 0.18037272989749908, 0.0060391901060938835, 0.11029672622680664, 0.0716743916273117, -0.024263937026262283, -0.17590197920799255, -0.08127854019403458, -0.04696211963891983, 0.16642488539218903, -0.06727185100317001, -0.14248386025428772, 0.34701237082481384, 0.00015008423360995948, 0.009657775051891804, 0.16921205818653107, -0.059524230659008026, -0.09972117841243744, 0.07259953022003174, 0.016484731808304787, 0.018492350354790688, 0.1471305936574936, 0.16307872533798218, -0.0458691343665123, -0.13837823271751404, -0.018630273640155792, -0.22798998653888702, 0.17510560154914856, -0.03248048573732376, 0.13137903809547424, -0.27447956800460815, 0.01684025302529335, -0.2570667266845703, 0.0032130838371813297, 0.04178816080093384, -0.06004921346902847, -0.0226522795855999, -0.013265985064208508, -0.08018817007541656, 0.004899587947875261, 0.06192673370242119, 0.1266920566558838, -0.06128726154565811, 0.06128238886594772, -0.09319206327199936, 0.141696035861969, 0.07166698575019836, 0.07868369668722153, 0.13037432730197906, 0.041205424815416336, -0.07187089323997498, -0.21872246265411377, -0.0026476888451725245, -0.06275863200426102, -0.09502086788415909, -0.0020165652967989445, -0.11606067419052124, 0.17244569957256317, -0.030802514404058456, -0.09825427830219269, -0.11208184063434601, 0.09148659557104111, -0.032992321997880936, -0.03437839448451996, -0.03552987426519394, -0.020977836102247238, 0.019381176680326462, 0.04704452306032181, -0.1548958420753479, -0.005131472367793322, 0.07039852440357208, 0.11502562463283539, -0.1346137970685959, -0.003783059772104025, -0.07908964157104492, 0.03039063885807991, 0.07654735445976257, -0.16510222852230072, 0.03158547356724739, -0.1124754324555397, -0.07531405985355377, 0.002912673633545637, -0.015710093080997467, -0.016202643513679504, 0.166526660323143, -0.0020451415330171585, 0.0714716836810112, -0.026345307007431984, -0.05890209600329399, -0.11243434250354767, -0.08489254862070084, 0.05390460044145584, 0.03670717030763626, 0.03266148269176483, -0.2193479984998703, 0.014805203303694725, -0.12762966752052307, 0.1360815018415451, -0.10566820204257965, -0.04705966264009476, -0.022842247039079666, 0.20562705397605896, 0.037286072969436646, 0.08762791007757187, -0.22171171009540558, 0.039756543934345245, -0.05404696613550186, 0.18480908870697021, -0.1502426266670227, -0.0799463614821434, 0.20813211798667908, -0.07964949309825897, -0.10115210711956024, 0.021235812455415726, 0.020391687750816345, 0.026287272572517395, 0.0766737088561058, 0.4564172327518463, -0.09766800701618195, -0.09146861732006073, 0.10178250074386597, 0.17055274546146393, -0.12427149713039398, -0.1827561855316162, 0.06446871906518936, -0.16666454076766968, -0.1973118633031845, 0.0018917324487119913, 0.09222044050693512, 0.038269978016614914, -0.07875611633062363, -0.020746968686580658, 0.06325206160545349, -0.0007678253459744155, 0.09095914661884308, 0.03755716234445572, 0.09034032374620438, -0.08716782182455063, 0.11115926504135132, -0.05017651244997978, 0.004037132486701012, 0.1343354731798172, 0.027325427159667015, -0.03223329409956932, 0.08694463223218918, -0.0485352948307991, 0.05295134335756302, -0.1662379503250122, -0.15068690478801727, 0.03398871049284935, 0.06283251196146011, 0.03186952322721481, 0.1280253529548645, 0.08141885697841644, -0.10732853412628174, 0.022690722718834877, -0.004228927195072174, 0.058398615568876266, 0.03891623765230179, 0.006107209715992212, 0.008764320984482765, 0.0961301177740097, -0.10607069730758667, -0.13589619100093842, -0.07336436957120895, -0.014715781435370445, 0.14371353387832642, -0.0302802175283432, 0.07690227776765823, -0.004240254405885935, 0.00013200697139836848, 0.06930823624134064, 0.08137880265712738, 0.016412746161222458, 0.08971183747053146, -0.05237193778157234, -0.05160155147314072, 0.10863113403320312, -0.13533565402030945, 0.17837053537368774, 0.14053137600421906, -0.20532016456127167, 0.029453208670020103, -0.06838275492191315, 0.03670361638069153, -0.008162540383636951, 0.0975119024515152, -0.08272241055965424, -0.02106042578816414, 0.013134466484189034, 0.0052274600602686405, -0.013007243163883686, 0.017682146281003952, -0.07295988500118256, -0.07787393033504486, -0.10233919322490692, 0.08436838537454605, 0.11562882363796234, -0.10282530635595322, 0.14214380085468292, 0.4384984076023102, 0.11495281755924225, 0.21582984924316406, -0.09581480920314789, -0.0412987545132637, 0.007486371789127588, 0.0001535322517156601, -0.04476691037416458, 0.08031861484050751, -0.15973517298698425, -0.038901735097169876, 0.027348900213837624, 0.07128690183162689, 0.11475157737731934, -0.14959022402763367, -0.09639324247837067, -0.00793045200407505, 0.0022841424215584993, -0.1249532699584961, 0.023905446752905846, -0.03974650055170059, 0.04015624523162842, 0.07232289016246796, -0.021535737439990044, 0.13939237594604492, -0.04166141897439957, -0.0639561116695404, 0.07585346698760986, -0.2017085999250412, -0.23179671168327332, -0.12309670448303223, -0.14680525660514832, 0.04366797208786011, 0.05154111236333847, 0.01726446859538555, -0.17635835707187653, -0.015074856579303741, 0.07706750929355621, 0.07820965349674225, -0.20886357128620148, -0.022814949974417686, -0.004290030337870121, 0.0895976573228836, -0.10227091610431671, -0.0017130117630586028, -0.04419664293527603, -0.10150232166051865, 0.0017003051470965147, 0.07279510796070099, -0.137485533952713, 0.13807645440101624, 0.21589438617229462, 0.07225540280342102, 0.07359948754310608, -0.019093448296189308, 0.09936179965734482, -0.10856141895055771, -0.16549113392829895, 0.08348225057125092, -0.06234746053814888, 0.047262318432331085, 0.17534415423870087, 0.03307317942380905, -0.13904969394207, -0.015682822093367577, -0.0402069091796875, -0.15603256225585938, -0.238995760679245, -0.09178274869918823, -0.1182505264878273, 0.16442428529262543, 0.0009358620154671371, 0.06651917099952698, 0.08258313685655594, -0.022042419761419296, 0.16447891294956207, -0.07379321753978729, -0.07578866183757782, -0.006978808436542749, 0.12375060468912125, -0.056660156697034836, -0.03080669604241848, -0.10566964000463486, -0.008295975625514984, 0.1151021271944046, 0.15304014086723328, 0.12214863300323486, 0.2957419455051422, 0.08268889784812927, 0.026645636186003685, 0.08958091586828232, 0.17622539401054382, 0.09495089203119278, 0.07838419824838638, -0.045413073152303696, -0.014814783819019794, 0.014317171648144722, -0.04022889584302902, 0.010141594335436821, 0.14683100581169128, -0.2679629921913147, -0.006678564939647913, -0.2710230350494385, 0.0965198427438736, -0.10913380235433578, 0.11837165057659149, -0.01015760749578476, 0.10194015502929688, 0.11082887649536133, 0.03233652561903, -0.03858073800802231, 0.16613617539405823, 0.08450309932231903, -0.11277695000171661, 0.001758623169735074, 0.03737903758883476, 0.09715615212917328, -0.02818971499800682, 0.12721189856529236, -0.11048974841833115, -0.1464834064245224, 0.013753619976341724, 0.07152791321277618, -0.15373679995536804, 0.3138748109340668, 0.012069208547472954, -0.13481520116329193, -0.01481647603213787, -0.09957809001207352, -0.006440147757530212, 0.1254177987575531, 0.09333524852991104, 0.07935678958892822, -0.2185502052307129, -0.13339371979236603, 0.05872276425361633, -0.00575496768578887, 0.22408108413219452, -0.034034017473459244, -0.11356475204229355, -0.027013886719942093, 0.04241163283586502, -0.06043251231312752, 0.08524788916110992, 0.023536119610071182, -0.08113526552915573, -0.032957352697849274, 0.05323701351881027, 0.012368366122245789, 0.00524376705288887, 0.09360801428556442, 0.020107939839363098, -0.0009265501867048442, 0.01785753294825554, 0.047885000705718994, -0.0675911232829094, -0.1984109878540039, 0.09357594698667526, -0.05215044692158699, 0.0015536568826064467, -0.08013670891523361, -0.15122665464878082, -0.08837161958217621, -0.16009655594825745, 0.12540200352668762, -0.034406669437885284, 0.12700119614601135, -0.06619787961244583, 0.17341409623622894, -0.07871770113706589, 0.04481020197272301, -0.047349292784929276, 0.050332702696323395, -0.007268077693879604, -0.07756082713603973, 0.16585899889469147, -0.15564003586769104, 0.01809087023139, 0.19572502374649048, -0.018915493041276932, 0.07177707552909851, 0.021322092041373253, -0.0636206790804863, 0.23147478699684143, 0.3014698624610901, 0.008138049393892288, 0.1665448248386383, 0.3018903136253357, -0.07466315478086472, -0.2642788887023926, -0.05505012720823288, -0.2841376066207886, -0.05371501296758652, 0.10716094076633453, -0.22523896396160126, 0.06986407935619354, 0.14383509755134583, -0.06471995264291763, 0.30228954553604126, -0.21825523674488068, 0.012589273042976856, 0.15434536337852478, -0.08868814259767532, 0.5515313148498535, -0.1133413165807724, -0.17677772045135498, -0.008122089318931103, -0.08741296827793121, 0.10602109134197235, -0.0340677872300148, 0.06877441704273224, 0.013465235009789467, 0.04797380417585373, 0.048932258039712906, -0.03111894056200981, 0.22701001167297363, 0.008710170164704323, 0.09015397727489471, -0.07378865778446198, -0.18624304234981537, 0.11639340221881866, -0.04359482601284981, -0.08891059458255768, 0.0849778801202774, -0.05942516401410103, -0.11078983545303345, 0.04663389176130295, -0.07950539886951447, -0.024862350896000862, 0.08423490077257156, -0.04678233340382576, -0.042606171220541, -0.008054176345467567, -0.1618063747882843, -0.0002289071271661669, 0.31360217928886414, -0.07096036523580551, 0.16695955395698547, 0.03677211329340935, 0.00038613268407061696, -0.11027684062719345, 0.030288029462099075, -0.05203165486454964, -0.021576624363660812, 0.09578979015350342, -0.11096979677677155, 0.03204701095819473, 0.14160704612731934, -0.04864364117383957, 0.05846960097551346, 0.09256096184253693, -0.0849417969584465, 0.007583672646433115, 0.17753590643405914, -0.17537221312522888, -0.1273445188999176, -0.006135711446404457, -0.09862716495990753, 0.14055661857128143, 0.04394126310944557, 0.05191568285226822, 0.16669964790344238, 0.03967129811644554, -0.029474308714270592, -0.02817419543862343, -0.1153380498290062, -0.0201893113553524, 0.040153320878744125, 0.00045633706031367183, -0.08791285753250122, 0.2262638509273529, 0.06409153342247009, -0.1328488290309906, -0.051157206296920776, 0.2161225974559784, -0.06805316358804703, -0.04911920800805092, -0.223562553524971, 0.10752306133508682, -0.07112517952919006, -0.0965060144662857, 0.05453834682703018, -0.02270081453025341, 0.005106312222778797, 0.181985542178154, 0.03941008821129799, 0.11070270836353302, 0.03738937899470329, -0.02448922023177147, 0.15798696875572205, -0.142850860953331, -0.14191335439682007, -0.025354057550430298, -0.08757315576076508, -0.13844476640224457, -0.026804137974977493, 0.1617041826248169, -0.09177309274673462, -0.14772607386112213, -0.2621181011199951, 0.10968475043773651, -0.16432365775108337, -0.10192688554525375, -0.03469514101743698, -0.08968492597341537, 0.0696166530251503, 0.030301768332719803, -0.03093348816037178, -0.06706760823726654, -0.18593791127204895, 0.0816768929362297, 0.06349513679742813, 0.045533183962106705, -0.017847947776317596, 0.0067379772663116455, 0.1720137596130371, 0.025955144315958023, 0.10040043294429779, 0.16762186586856842, 0.011397695168852806, 0.2246655523777008, -0.1671202927827835, -0.11496317386627197, 0.1336962729692459, -0.026543032377958298, 0.06762003898620605, 0.16792191565036774, -0.0772583931684494, 0.015526676550507545, -0.028136352077126503, 0.07066910713911057, -0.11003983020782471, -0.105624258518219, 0.007937257178127766, 0.02567129209637642, -0.2755882740020752, -0.005599735304713249, -0.19717298448085785, 0.14788752794265747, 0.02579621411859989, 0.03297143429517746, 0.10257530212402344, 0.10404334217309952, 0.08312062919139862, -0.0017710148822516203, 0.03226327523589134, -0.1176818460226059, 0.02753005363047123, -0.059239376336336136, -0.020663779228925705, 0.017624232918024063, 0.36952024698257446, -0.03603357449173927, -0.046802736818790436, 0.003710439894348383, 0.1307835876941681, -0.02139742486178875, 0.017395347356796265, 0.13209912180900574, 0.12607666850090027, -0.08595693111419678, -0.1504845917224884, 0.04888554662466049, -0.04565655067563057, -0.02836887165904045, 0.1464131623506546, 0.05905961990356445, 0.1050296202301979, 0.0908031314611435, -0.014463032595813274, -0.00318976235575974, 0.012856799177825451, -0.15486004948616028, 0.06223496049642563, -0.010558074340224266, 0.012565906159579754, 0.017934376373887062, 0.15238402783870697, -0.005540105979889631, 0.07739730179309845, -0.09889880567789078, 0.004208535887300968, -0.13498884439468384, -0.07913459837436676, 0.03617347031831741, -0.13393273949623108, 0.04141177982091904, -0.01871878281235695, 0.029611799865961075, 0.30386561155319214, 0.02558239921927452, -0.020639164373278618, 0.12512871623039246, -0.1214587539434433, -0.12050267308950424, -0.001594188273884356, -0.029960084706544876, 0.0791488066315651, -0.02633434161543846, -0.0997740775346756, -0.1001306027173996, -0.15166029334068298, -0.09759195148944855, 0.05182836204767227, -0.04993441700935364, -0.059362251311540604, -0.17634081840515137, -0.05707859992980957, -0.05147340148687363, 0.14025864005088806, -0.12263951450586319, 0.15159130096435547, -0.014490418136119843, 0.004084470681846142, 0.04405883327126503, 0.1950942426919937, -0.03644494712352753, 0.08714226633310318, 0.0154351145029068, 0.1522706001996994, -0.05119588226079941, 0.14720745384693146, -0.10931728035211563, -0.04014137014746666, -0.06710435450077057, 0.21513493359088898, 0.25630924105644226, -0.06136954948306084, -0.008937356993556023, -0.012760217301547527, 0.058654606342315674, 0.1073930487036705, 0.16049085557460785, 0.002326392102986574, 0.2802925705909729, -0.03133585304021835, 0.04815128445625305, 0.02901598811149597, 0.013607407920062542, -0.06336209923028946, 0.03397751972079277, 0.07539387792348862, -0.035039983689785004, -0.1412304788827896, 0.15837742388248444, -0.21980468928813934, 0.18157227337360382, 0.11640069633722305, -0.19996967911720276, -0.013728445395827293, -0.04882071167230606, 0.1689416468143463, -0.0856364443898201, 0.1637246012687683, -0.0903693437576294, -0.2108195722103119, -0.2056000679731369, 0.03867346793413162, -0.34623071551322937, -0.254462867975235, 0.10422009229660034, 0.1488201916217804, 0.04015883058309555, -0.018507536500692368, -0.019967829808592796, -0.018367022275924683, 0.04877542704343796, -0.0067357709631323814, 0.06014643982052803, 0.031397558748722076, -0.02988368645310402, -0.24127542972564697, -0.029804671183228493, 0.023964406922459602, -0.07093082368373871, 0.07464958727359772, -0.06874357163906097, -0.022495782002806664, 0.08059766888618469, -0.03066304884850979, 0.03298592567443848, -0.035373736172914505, -0.16326889395713806, 0.027529051527380943, 0.03900543600320816, 0.036012712866067886, 0.00634160777553916, 0.0008072225609794259, -0.03455270454287529, 0.0644603744149208, -0.16716794669628143, -0.16015739738941193, 0.14140215516090393, -0.06745140254497528, 0.2779497504234314, -0.05812826007604599, -0.0809100940823555, 0.04766704887151718, -0.03426874056458473, 0.1807648241519928, -0.07756473124027252, 0.047254521399736404, 0.12766779959201813, 0.011127962730824947, 0.03121316432952881, -0.3092964291572571, 0.11082969605922699, -0.000795336440205574, -0.006093299947679043, -0.07581598311662674 ]
785ea48ca190d3e15adde61cec84eae357ad1b2f
# Binhvq News - Source: https://github.com/binhvq/news-corpus - Num examples: 19,365,593 - Language: Vietnamese ```python from datasets import load_dataset load_dataset("tdtunlp/binhvq_news_vi") ```
vietgpt/binhvq_news_vi
[ "task_categories:text-generation", "size_categories:10M<n<100M", "language:vi", "LM", "region:us" ]
2023-02-21T20:08:06+00:00
{"language": ["vi"], "size_categories": ["10M<n<100M"], "task_categories": ["text-generation"], "dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 8211350978.574438, "num_examples": 19365593}], "download_size": 4780706833, "dataset_size": 8211350978.574438}, "tags": ["LM"]}
2023-03-30T17:58:53+00:00
[]
[ "vi" ]
TAGS #task_categories-text-generation #size_categories-10M<n<100M #language-Vietnamese #LM #region-us
# Binhvq News - Source: URL - Num examples: 19,365,593 - Language: Vietnamese
[ "# Binhvq News\n\n- Source: URL\n- Num examples: 19,365,593\n- Language: Vietnamese" ]
[ "TAGS\n#task_categories-text-generation #size_categories-10M<n<100M #language-Vietnamese #LM #region-us \n", "# Binhvq News\n\n- Source: URL\n- Num examples: 19,365,593\n- Language: Vietnamese" ]
[ 38, 24 ]
[ "passage: TAGS\n#task_categories-text-generation #size_categories-10M<n<100M #language-Vietnamese #LM #region-us \n# Binhvq News\n\n- Source: URL\n- Num examples: 19,365,593\n- Language: Vietnamese" ]
[ 0.04051680490374565, 0.002392193302512169, -0.0030611869879066944, -0.0007319432334043086, 0.04752859100699425, -0.04553966224193573, 0.0743875578045845, 0.10837487131357193, 0.11595591902732849, 0.03770565241575241, 0.0730069950222969, -0.07335269451141357, 0.008184590376913548, 0.04185628518462181, 0.01132064126431942, -0.27981042861938477, 0.05050741136074066, 0.026106061413884163, -0.024910083040595055, 0.08841845393180847, -0.0017364462837576866, -0.007635244634002447, 0.13363398611545563, -0.045307885855436325, -0.02233777567744255, 0.07714784145355225, -0.10769466310739517, -0.04867659509181976, 0.04724620282649994, -0.027450203895568848, 0.0380919948220253, -0.03771151602268219, -0.02430224046111107, -0.14310313761234283, -0.01266140304505825, -0.00560531672090292, -0.041195377707481384, -0.05538605526089668, -0.05533326044678688, 0.03658723831176758, 0.2751884162425995, -0.23919863998889923, -0.050838910043239594, 0.04914119467139244, -0.087558813393116, -0.05189244821667671, 0.019164863973855972, 0.03914738819003105, 0.08772973716259003, 0.06633885204792023, -0.05790656432509422, 0.22273679077625275, -0.2426515370607376, 0.007443358190357685, 0.16836753487586975, -0.18405170738697052, -0.018947970122098923, 0.2421509325504303, 0.12447614222764969, 0.052736829966306686, -0.1146109476685524, 0.04446333646774292, 0.08741600066423416, -0.005687073804438114, -0.173681378364563, -0.11655152589082718, 0.03942776098847389, 0.02407359704375267, -0.054822295904159546, 0.07901843637228012, 0.18792271614074707, 0.11448885500431061, 0.09286802262067795, -0.10266943275928497, -0.0997057780623436, -0.1209561824798584, -0.09044890105724335, 0.01636933535337448, -0.0012205166276544333, 0.03808795288205147, 0.2101217806339264, 0.002859347965568304, -0.04656163603067398, -0.028903111815452576, -0.10217173397541046, -0.1387055665254593, 0.01651102490723133, -0.04131827503442764, -0.03741268813610077, -0.07817419618368149, -0.1796414703130722, -0.05560432747006416, 0.02889424003660679, -0.06711475551128387, -0.03442878648638725, 0.07719040662050247, 0.12444529682397842, 0.008434146642684937, 0.13660196959972382, -0.16860857605934143, -0.06782873719930649, 0.09498333930969238, -0.1371166706085205, 0.09624885022640228, -0.0037674005143344402, 0.06593278050422668, -0.12054663896560669, -0.062309179455041885, -0.048183031380176544, 0.03839245066046715, 0.022961387410759926, 0.05899353697896004, -0.13240493834018707, -0.05474425107240677, -0.054910480976104736, 0.017441559582948685, -0.07209878414869308, 0.08718555420637131, -0.008266645483672619, -0.020588098093867302, 0.10123015940189362, -0.0312960110604763, -0.051978982985019684, 0.029497800394892693, 0.0007321298471651971, 0.14156682789325714, -0.061269622296094894, 0.03888741508126259, -0.07683320343494415, -0.04670654237270355, -0.017396893352270126, 0.013306597247719765, -0.030692070722579956, -0.09746438264846802, 0.06357817351818085, -0.09729320555925369, -0.07092379778623581, 0.013192052021622658, -0.12261844426393509, 0.016592012718319893, -0.026463951915502548, -0.07122170180082321, 0.0259054247289896, -0.09516240656375885, -0.07422905415296555, -0.025823252275586128, 0.09373538941144943, 0.04677845537662506, -0.07406990975141525, 0.09575678408145905, -0.055462777614593506, 0.1565682739019394, -0.09666136652231216, 0.0015327485743910074, -0.03294531628489494, 0.10589346289634705, -0.1007259413599968, 0.1161094456911087, -0.07047294080257416, 0.13248948752880096, 0.0027318522334098816, -0.07894783467054367, -0.11643890291452408, 0.006958812940865755, -0.13222579658031464, 0.14507359266281128, -0.18318486213684082, -0.0853259414434433, 0.1168471947312355, 0.018872568383812904, -0.0018628526013344526, 0.127486452460289, 0.07363148778676987, 0.03798874095082283, 0.024806171655654907, 0.2831915616989136, -0.04106750339269638, 0.009680159389972687, 0.03469151258468628, 0.10624739527702332, -0.004740405362099409, -0.027882754802703857, 0.06780195236206055, 0.042006466537714005, -0.017076879739761353, 0.020281260833144188, 0.1442287266254425, -0.011815903708338737, 0.018382079899311066, -0.083258718252182, 0.03103923425078392, -0.03223034366965294, 0.17516952753067017, 0.06360738724470139, 0.12348710000514984, -0.05886510759592056, 0.021866340190172195, 0.02135997824370861, 0.06608116626739502, 0.039418336004018784, -0.050683047622442245, -0.08449757844209671, -0.005369613878428936, 0.035583071410655975, 0.06913956254720688, -0.06720972806215286, 0.05709262192249298, 0.058022305369377136, 0.11013858765363693, 0.0685049369931221, 0.13442274928092957, 0.015583022497594357, -0.010483956895768642, -0.05542994663119316, 0.09326517581939697, 0.02524522878229618, 0.01609257608652115, -0.034674134105443954, -0.05512456223368645, 0.13366733491420746, -0.0012749925954267383, -0.00466736126691103, -0.2005913257598877, -0.024031421169638634, 0.12535004317760468, 0.06359800696372986, 0.0229392908513546, 0.07264280319213867, 0.08703155815601349, 0.09408468008041382, 0.010347486473619938, 0.014521114528179169, 0.029600005596876144, -0.08753266930580139, -0.04345909133553505, 0.05512410029768944, -0.03594245761632919, 0.09096909314393997, 0.18222926557064056, -0.013727518729865551, 0.03861704096198082, 0.012135668657720089, -0.006986978463828564, -0.009855758398771286, -0.01947842352092266, -0.00961834192276001, -0.04894889146089554, 0.04721187800168991, 0.16336074471473694, -0.08121253550052643, -0.030335158109664917, 0.02926919050514698, 0.025015121325850487, 0.016398383304476738, 0.20770704746246338, 0.07273607701063156, -0.1856943666934967, 0.20411181449890137, 0.12894298136234283, 0.08042343705892563, 0.23403441905975342, 0.014031052589416504, 0.03938707336783409, 0.0009304202976636589, 0.1025114431977272, -0.04783632978796959, 0.042033303529024124, -0.2926575839519501, 0.015402687713503838, 0.026995301246643066, 0.05741478502750397, 0.021034352481365204, -0.1114344447851181, -0.11027679592370987, -0.10429071635007858, -0.04779142141342163, -0.10372455418109894, 0.12016425281763077, 0.09901958703994751, 0.06911476701498032, 0.06387747079133987, 0.04182666167616844, -0.04922964796423912, -0.03746432438492775, -0.048156820237636566, 0.11868773400783539, -0.10686099529266357, -0.34404614567756653, -0.011396581307053566, -0.059860795736312866, -0.1195191964507103, -0.023911260068416595, -0.014641020447015762, -0.32092636823654175, -0.03915834054350853, -0.022635310888290405, 0.06046023219823837, -0.011202358640730381, -0.04630384221673012, 0.0962054654955864, 0.14245492219924927, -0.09421981126070023, -0.0046763974241912365, -0.046427056193351746, -0.12104649841785431, 0.03147511184215546, 0.020409852266311646, -0.2806154489517212, -0.0019381152233108878, 0.17353585362434387, 0.009275447577238083, 0.03648853674530983, 0.009765556082129478, 0.17811189591884613, -0.1392112523317337, 0.021809104830026627, 0.03235084190964699, 0.08740084618330002, 0.033294856548309326, 0.18982750177383423, 0.02774910442531109, -0.07253468781709671, 0.05514417961239815, 0.1642027646303177, -0.06577799469232559, -0.1726832240819931, -0.15209482610225677, -0.12238564342260361, 0.08956041187047958, -0.0057713985443115234, 0.07803206145763397, 0.049315232783555984, -0.048280443996191025, 0.044824469834566116, 0.20241330564022064, -0.02673257887363434, -0.011622940190136433, 0.282569944858551, -0.046259257942438126, -0.036466147750616074, -0.11162234097719193, -0.09377092868089676, 0.0786750465631485, 0.08561816811561584, 0.09155315160751343, 0.10763601213693619, 0.10396406799554825, 0.0634605810046196, 0.07607816904783249, 0.08717138320207596, -0.017629053443670273, -0.10776055604219437, -0.05810684710741043, -0.0266891922801733, -0.10902781784534454, 0.13562853634357452, 0.08691809326410294, 0.008080344647169113, -0.09033198654651642, 0.06384378671646118, 0.010166662745177746, 0.1343807578086853, 0.08662529289722443, 0.11023000627756119, -0.02968684770166874, 0.11393571645021439, 0.09944170713424683, 0.03856819495558739, -0.027310660108923912, 0.15410590171813965, 0.12166018784046173, -0.08546169847249985, 0.17149655520915985, 0.06745932996273041, 0.13090093433856964, -0.004327357746660709, 0.12536193430423737, -0.12504366040229797, -0.14333340525627136, 0.029034359380602837, 0.10753068327903748, -0.11525662988424301, 0.30342522263526917, 0.030662164092063904, -0.15093347430229187, -0.12280142307281494, -0.0878380611538887, 0.0014179309364408255, 0.12536263465881348, 0.10965432226657867, 0.08419562876224518, 0.1516120433807373, -0.15228435397148132, -0.08277975022792816, -0.007726058829575777, 0.022758783772587776, 0.11023067682981491, -0.09902586787939072, 0.019849903881549835, -0.076114721596241, -0.049082037061452866, -0.06523969769477844, -0.02834002673625946, -0.052506014704704285, 0.011843804270029068, 0.10370581597089767, -0.06322147697210312, 0.01996964029967785, -0.04810362309217453, 0.04241222143173218, 0.21147902309894562, -0.07991120219230652, -0.03795879706740379, 0.027249028906226158, -0.05390545725822449, 0.1019342839717865, -0.01274679135531187, -0.051831696182489395, -0.09371207654476166, -0.042871370911598206, -0.051413025707006454, -0.041735220700502396, 0.16238513588905334, 0.01377035491168499, -0.04669313505291939, -0.017200607806444168, 0.17705392837524414, -0.05395524203777313, 0.042717400938272476, -0.020792843773961067, -0.005641079507768154, 0.03746072202920914, -0.13306652009487152, -0.07697215676307678, 0.05795542523264885, 0.026621971279382706, 0.09010804444551468, -0.1553192287683487, -0.06451337039470673, -0.007487051654607058, -0.16137909889221191, 0.1838722974061966, 0.16797460615634918, -0.010908951982855797, 0.1118483915925026, 0.21212632954120636, 0.0026878041680902243, -0.19022570550441742, -0.043453771620988846, -0.061982207000255585, 0.012602750211954117, -0.0725846141576767, -0.08947771042585373, -0.012130173854529858, 0.07971122115850449, 0.0450078509747982, 0.05143052339553833, -0.3502224087715149, -0.11439492553472519, 0.023173393681645393, -0.13944537937641144, 0.1917489767074585, -0.14369340240955353, -0.03632472828030586, -0.12188474833965302, -0.13722538948059082, 0.13858984410762787, -0.006724858656525612, 0.05315949022769928, -0.03639064356684685, 0.029810409992933273, 0.02466057427227497, 0.000566323462408036, 0.1686970293521881, 0.04423435404896736, -0.014799902215600014, -0.06442656368017197, -0.2837867736816406, 0.1435602754354477, 0.03061605617403984, 0.02324090525507927, -0.061923619359731674, -0.04787043482065201, -0.17897416651248932, -0.05053048953413963, -0.11541926860809326, -0.10671154409646988, 0.00004118195647606626, -0.03925926610827446, -0.10903666168451309, 0.07311362773180008, -0.03600196912884712, 0.006641335319727659, 0.15686872601509094, -0.01522799115628004, 0.05035854130983353, 0.04524644836783409, 0.07304873317480087, -0.1634860336780548, 0.1414767950773239, 0.027878182008862495, 0.023403408005833626, 0.08950300514698029, -0.22625984251499176, -0.029034579172730446, 0.12684553861618042, 0.006870830897241831, 0.14783884584903717, 0.005779662169516087, -0.03642699122428894, 0.0526173897087574, 0.12692299485206604, -0.013264806941151619, -0.19814924895763397, -0.0493173711001873, 0.013635405339300632, 0.10625963658094406, -0.0753079280257225, -0.052978552877902985, -0.03184203431010246, -0.024417925626039505, 0.05616756156086922, -0.012389066629111767, -0.076735720038414, 0.0034611253067851067, -0.051122426986694336, 0.0912538468837738, -0.09427700191736221, 0.05836135521531105, 0.1611325889825821, -0.0850115492939949, -0.02044089324772358, 0.3232002556324005, -0.1222546175122261, -0.01433239784091711, 0.051917269825935364, 0.13008399307727814, 0.1191965863108635, -0.028283175081014633, -0.0112773971632123, -0.09750648587942123, 0.03802834078669548, 0.16841371357440948, 0.021806074306368828, 0.022077029570937157, -0.012094452045857906, -0.09847090393304825, 0.06191292777657509, 0.027557453140616417, 0.008788022212684155, -0.055162981152534485, -0.10004009306430817, -0.24625898897647858, 0.09451165795326233, 0.20815744996070862, -0.050505708903074265, -0.06993479281663895, -0.1937018483877182, 0.05519390106201172, -0.2176758497953415, 0.07076723128557205, -0.07225926220417023, -0.025546139106154442, -0.11583656072616577, -0.04598682373762131, -0.08650138974189758, -0.06659305840730667, -0.09952150285243988, 0.04070773720741272, -0.02702346257865429, 0.10955256223678589, -0.03297892585396767, 0.0009243612294085324, 0.10575772821903229, 0.024090472608804703, 0.06543631106615067, -0.06029340252280235, -0.08496025204658508, 0.07476501166820526, 0.03934749960899353, -0.05367770791053772, 0.20230047404766083, 0.06922237575054169, 0.0699678584933281, 0.12183269113302231, -0.03214491158723831, -0.015335094183683395, 0.2056296169757843, 0.07613453269004822, 0.04153388366103172, -0.07623553276062012, -0.06256819516420364, -0.20085212588310242, -0.20223009586334229, -0.0002116149989888072, -0.01679147779941559, 0.06439945846796036, 0.008722499012947083, -0.004526175558567047, -0.01823767088353634, 0.015200757421553135, -0.023232493549585342, -0.07112396508455276, -0.05346546694636345, -0.10645809024572372, 0.048946090042591095, -0.06758778542280197, 0.020800793543457985, 0.008817529305815697, 0.25983765721321106, -0.014368736185133457, 0.01048242300748825, 0.030787741765379906, 0.049495987594127655, -0.18784470856189728, -0.01640559546649456, 0.1890288144350052, 0.12275135517120361, 0.0006813051295466721, -0.06922746449708939, -0.03708145022392273, 0.0021938225254416466, 0.166363924741745, 0.06685459613800049, 0.1162026971578598, 0.11284825205802917, -0.011604801751673222, 0.07509341835975647, 0.003255406627431512, -0.09860096871852875, 0.2304200381040573, -0.10100018978118896, 0.10250727087259293, -0.13416965305805206, 0.03671957552433014, 0.11025650799274445, -0.08208175748586655, 0.08280587196350098, -0.08717840164899826, -0.07658835500478745, -0.07363211363554001, -0.07451879233121872, -0.07412318140268326, -0.20536185801029205, 0.02223328873515129, -0.021576395258307457, 0.0610104538500309, 0.023421186953783035, 0.17057527601718903, 0.015357598662376404, 0.14152248203754425, -0.09614969789981842, -0.08733517676591873, 0.010329455137252808, -0.017289627343416214, 0.029837273061275482, -0.060644567012786865, 0.050381556153297424, 0.04282338172197342, -0.0830785408616066, -0.05391949042677879, 0.07333109527826309, -0.07644149661064148, -0.05409230664372444, -0.1251828968524933, 0.005679693538695574, -0.052791766822338104, -0.01022009551525116, 0.03185470402240753, 0.10189172625541687, 0.06433991342782974, -0.0869733914732933, 0.007055630441755056, 0.06781794875860214, 0.0138687239959836, -0.2096392810344696, -0.06612713634967804, 0.08272833377122879, -0.10892218351364136, 0.018697187304496765, -0.09898796677589417, -0.030255792662501335, -0.1324453204870224, 0.24529580771923065, 0.22107848525047302, -0.03183402866125107, -0.014260396361351013, -0.04501715674996376, 0.0635761022567749, -0.03873226046562195, 0.03066842444241047, 0.13364267349243164, 0.21693302690982819, -0.003891243599355221, -0.11665447801351547, -0.05047150328755379, -0.0947096198797226, -0.1833360642194748, -0.025762096047401428, 0.15507817268371582, -0.029409481212496758, -0.03632289171218872, 0.13570383191108704, -0.13249626755714417, 0.20381802320480347, -0.019009562209248543, -0.2729140520095825, -0.13733869791030884, -0.0355430468916893, -0.03276117891073227, 0.05578354001045227, -0.06097980588674545, -0.023845124989748, -0.07378261536359787, -0.11796112358570099, 0.010032381862401962, -0.19470332562923431, -0.14662356674671173, 0.09422049671411514, 0.18871141970157623, -0.007943311706185341, -0.011259013786911964, -0.015177777037024498, -0.00015969484229572117, -0.02568524330854416, 0.025158369913697243, 0.09239564090967178, 0.037070661783218384, 0.104558065533638, -0.11971479654312134, 0.012190030887722969, -0.025098931044340134, -0.019757229834794998, 0.057834986597299576, 0.010052005760371685, -0.005520634353160858, -0.037411097437143326, 0.03410520404577255, -0.0821354016661644, 0.09464748203754425, -0.10541982203722, 0.06659786403179169, 0.1450454592704773, 0.01257665641605854, 0.01514349039644003, -0.036155182868242264, 0.06382332742214203, -0.08163413405418396, -0.16573145985603333, -0.12205508351325989, -0.11565811187028885, 0.015551532618701458, 0.06939879804849625, 0.0801590085029602, -0.20505791902542114, -0.005624086130410433, -0.05466794967651367, 0.13938648998737335, -0.0337684266269207, 0.11460854113101959, 0.021140705794095993, -0.02518402598798275, -0.02089141122996807, -0.47438639402389526, 0.04661875218153, 0.05599028989672661, -0.060146577656269073, -0.07820041477680206 ]
6730e6512892378562b4055f6483a9691139d937
# Dataset Card for "wikipedia.reorder.osv.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.osv.de
[ "region:us" ]
2023-02-21T20:09:23+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 1065735715, "dataset_size": 2385745587}}
2023-02-21T20:11:06+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
7f0c663fabfbd4e1bd0f5bb352257e487ecc2f71
# Dataset Card for "wikipedia.reorder.sov.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.sov.de
[ "region:us" ]
2023-02-21T20:12:27+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 1068439913, "dataset_size": 2385745587}}
2023-02-21T20:14:11+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
177b5220bea8df17d089a5cdd714eae93d17f4d8
# Dataset Card for "wikipedia.reorder.vso.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.vso.de
[ "region:us" ]
2023-02-21T20:15:24+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 1063715741, "dataset_size": 2385745587}}
2023-02-21T20:16:45+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
28351f3479088c8c4ac5bfdc185773e387db93a0
# Dataset Card for "wikipedia.reorder.ovs.de" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lshowway/wikipedia.reorder.ovs.de
[ "region:us" ]
2023-02-21T20:17:11+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 2385745587, "num_examples": 1137317}], "download_size": 1064795572, "dataset_size": 2385745587}}
2023-02-21T20:27:31+00:00
[]
[]
TAGS #region-us
# Dataset Card for "URL" More Information needed
[ "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ 6, 11 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"URL\"\n\nMore Information needed" ]
[ -0.02736615017056465, 0.24641479551792145, -0.004999609664082527, 0.00532207265496254, 0.11865795403718948, 0.12466172873973846, 0.08990644663572311, 0.0666937455534935, 0.13375571370124817, -0.0585162453353405, 0.10589469224214554, -0.02611389383673668, 0.016327891498804092, 0.061111170798540115, -0.024894926697015762, -0.02547740377485752, 0.02389971911907196, -0.014960099011659622, -0.06000110134482384, 0.016922330483794212, -0.044748350977897644, -0.056700076907873154, 0.06497771292924881, -0.135508194565773, -0.09135930985212326, 0.15042288601398468, -0.054760366678237915, 0.00731249013915658, 0.010878117755055428, -0.10352317243814468, 0.17798414826393127, -0.025278160348534584, 0.06362763047218323, -0.23342010378837585, 0.009710743092000484, 0.01587541028857231, -0.04444526880979538, 0.030553318560123444, 0.010348712094128132, -0.15540485084056854, -0.1965184509754181, 0.011877017095685005, -0.00765087129548192, -0.026264049112796783, -0.05658840015530586, -0.15352056920528412, -0.09679792821407318, 0.038268573582172394, -0.04692218080163002, 0.009477831423282623, 0.10166623443365097, 0.07879310846328735, -0.19003216922283173, 0.03463815152645111, 0.0672849714756012, -0.05746278166770935, 0.07752247899770737, 0.1543678194284439, -0.0481472909450531, 0.16588279604911804, -0.06815345585346222, 0.07471946626901627, 0.08858564496040344, -0.015787314623594284, -0.09780268371105194, -0.041639216244220734, -0.2306254506111145, 0.16810032725334167, 0.04031067714095116, -0.10807806253433228, 0.2929764688014984, 0.06712256371974945, 0.03718259185552597, 0.15200498700141907, -0.013004112988710403, 0.05858894810080528, -0.014152687042951584, 0.10213763266801834, 0.09711809456348419, 0.10302720963954926, -0.03392526134848595, -0.04996102675795555, -0.10892009735107422, -0.13788050413131714, -0.09385806322097778, 0.025513319298624992, -0.02754286862909794, 0.18681570887565613, -0.18427042663097382, -0.032458771020174026, 0.08355966955423355, -0.03275534510612488, 0.01931970752775669, -0.10066316276788712, 0.08868104964494705, 0.03244531899690628, -0.042702171951532364, 0.018054774031043053, 0.16299043595790863, 0.05755241587758064, 0.10932990163564682, 0.04332285374403, -0.08926116675138474, 0.09634534269571304, 0.13358843326568604, -0.052311692386865616, 0.0038691547233611345, -0.018690913915634155, -0.0030184565111994743, -0.12628048658370972, -0.005210535135120153, -0.06061053276062012, -0.10222984850406647, 0.06902942806482315, -0.14024440944194794, 0.13202688097953796, -0.0102159408852458, -0.08311475068330765, -0.03888928145170212, 0.0129152936860919, 0.09205423295497894, -0.10039244592189789, 0.09060217440128326, 0.0405869334936142, -0.08785726130008698, 0.029710114002227783, -0.024029076099395752, -0.03510059043765068, -0.00533023988828063, 0.043366819620132446, -0.08690439909696579, 0.014616398140788078, -0.026901770383119583, 0.008535914123058319, 0.12597644329071045, -0.0763992965221405, 0.05851645767688751, -0.09280791133642197, -0.22553668916225433, -0.005333194509148598, 0.07383669167757034, -0.023032745346426964, 0.23270867764949799, -0.021679392084479332, 0.08729247003793716, 0.017888490110635757, -0.04625766724348068, 0.004754893947392702, -0.10934391617774963, 0.05313396453857422, -0.09133537858724594, 0.07553558796644211, -0.1856498420238495, 0.055791325867176056, -0.12443438172340393, -0.04020817577838898, 0.027055714279413223, 0.020803358405828476, -0.17505519092082977, 0.2135130614042282, -0.08981246501207352, 0.04695606976747513, -0.17165158689022064, 0.047785934060811996, 0.028568407520651817, 0.07697968930006027, -0.062161438167095184, -0.016537439078092575, 0.23202255368232727, -0.04733821377158165, -0.1521792709827423, -0.009455995634198189, -0.03443985804915428, 0.022283295169472694, 0.0478212907910347, 0.33786460757255554, 0.07251841574907303, -0.01827423833310604, 0.020707610994577408, 0.21949604153633118, -0.16161735355854034, -0.3084198534488678, 0.01291941199451685, -0.09231924265623093, -0.08742319792509079, 0.03967057913541794, 0.20773614943027496, -0.009833353571593761, -0.0321679413318634, -0.08768041431903839, -0.003410079050809145, -0.12097445875406265, -0.01379752904176712, 0.025037141516804695, 0.006385875400155783, -0.02351299114525318, 0.08867436647415161, 0.011520599015057087, 0.04974367469549179, 0.00955379381775856, 0.02603384479880333, 0.04653520882129669, 0.036739859730005264, -0.07972963154315948, 0.017130255699157715, -0.15297242999076843, -0.12168003618717194, -0.02960156463086605, 0.025522425770759583, 0.04508078098297119, -0.047614216804504395, 0.09371016174554825, -0.13802814483642578, 0.028749916702508926, 0.05048147216439247, 0.10392602533102036, 0.04768262058496475, 0.009196841157972813, -0.01683051884174347, 0.0659290999174118, -0.05021018534898758, -0.18059515953063965, -0.01514856331050396, -0.08228828758001328, 0.07771183550357819, 0.04977184161543846, 0.007034908514469862, -0.009514199569821358, 0.040243081748485565, -0.022616853937506676, 0.024274293333292007, -0.05440562590956688, 0.02478034421801567, -0.03382716327905655, 0.004939730744808912, 0.01876276545226574, 0.11118663847446442, 0.16151654720306396, 0.13405252993106842, -0.10624892264604568, 0.037969816476106644, 0.009105491451919079, 0.03520135208964348, 0.022724568843841553, 0.0037059485912323, -0.03156013786792755, -0.10598115622997284, -0.01609111949801445, 0.03133101016283035, -0.05824912339448929, 0.03020200878381729, -0.001126562594436109, -0.03415697067975998, -0.06139254570007324, 0.032049112021923065, 0.20829936861991882, -0.23587022721767426, 0.15348127484321594, 0.18377546966075897, 0.08739354461431503, 0.1222572773694992, -0.0974915474653244, -0.09788326174020767, 0.07313038408756256, -0.022896431386470795, -0.12164448201656342, 0.14040148258209229, -0.031870752573013306, -0.02407977730035782, 0.052013181149959564, 0.03782838210463524, 0.09175483137369156, -0.12144821137189865, -0.10516088455915451, -0.00901557132601738, -0.0168389230966568, -0.24999873340129852, -0.07294835150241852, -0.016814347356557846, 0.058557361364364624, 0.05843561142683029, -0.06458717584609985, 0.13021767139434814, -0.07070270925760269, -0.04124400392174721, 0.07254289835691452, -0.19371357560157776, -0.24088646471500397, -0.06844194233417511, -0.10259673744440079, 0.051142703741788864, 0.0032891922164708376, -0.022624092176556587, -0.18575842678546906, -0.060237668454647064, 0.04477272182703018, -0.1617257297039032, -0.14245055615901947, -0.04645982384681702, 0.04160561040043831, 0.08983379602432251, -0.03381173312664032, -0.13285484910011292, 0.03310687839984894, -0.0821271762251854, 0.1301731914281845, 0.057914551347494125, -0.1287173330783844, 0.1797209233045578, 0.09724186360836029, -0.01591423526406288, 0.07418535649776459, -0.006732334848493338, 0.017141086980700493, -0.0520198792219162, -0.052316710352897644, 0.0005659471498802304, -0.028396211564540863, 0.06976868212223053, 0.09650629013776779, 0.10114220529794693, -0.11997958272695541, 0.0077377380803227425, -0.002997587900608778, -0.13079679012298584, -0.30131796002388, -0.11291560530662537, -0.047568194568157196, 0.024180304259061813, 0.024172356352210045, 0.10919761657714844, -0.08149097859859467, 0.03632649406790733, 0.12972033023834229, -0.012860076501965523, -0.1328815519809723, -0.03396141901612282, -0.04833823814988136, 0.007257414050400257, -0.06416501104831696, -0.19858242571353912, -0.04377574473619461, 0.1355394870042801, 0.2159186601638794, 0.22564059495925903, 0.13557490706443787, 0.12302789092063904, 0.02862914465367794, 0.08115793764591217, 0.054796621203422546, 0.1137317568063736, 0.10081488639116287, 0.0020760747138410807, 0.023338239639997482, 0.02629259042441845, -0.050240594893693924, 0.010083193890750408, 0.11701637506484985, -0.19189350306987762, 0.07119116932153702, -0.20564940571784973, 0.0730205699801445, -0.09776657074689865, 0.02894597314298153, -0.1343766301870346, 0.14625521004199982, 0.04088818281888962, 0.10778449475765228, -0.04562107473611832, 0.09320859611034393, 0.025036916136741638, -0.018256714567542076, 0.06577207148075104, 0.07638702541589737, 0.12878713011741638, -0.05674543231725693, -0.04027076065540314, -0.020141711458563805, -0.10418081283569336, -0.008264302276074886, 0.1380237340927124, -0.06575533002614975, 0.2300550639629364, 0.06223810836672783, -0.039945829659700394, -0.030916614457964897, -0.07242675125598907, 0.011372453533113003, 0.043299466371536255, 0.097993865609169, 0.060118988156318665, -0.11701253801584244, -0.16810420155525208, -0.0847296193242073, 0.04729967564344406, 0.18785084784030914, 0.06358970701694489, -0.10417300462722778, 0.040843162685632706, -0.027000779286026955, -0.011193417944014072, -0.16400626301765442, -0.07688996940851212, -0.12754181027412415, -0.1059812381863594, 0.06589416414499283, -0.1336808204650879, 0.06036248058080673, 0.07731401920318604, -0.040409307926893234, 0.12786494195461273, 0.0594213642179966, -0.04034484177827835, -0.09196456521749496, -0.06306673586368561, 0.06126852333545685, 0.007004224229604006, -0.004764638375490904, 0.020556451752781868, -0.09557019174098969, -0.02035103179514408, -0.228969544172287, 0.06388361006975174, -0.03060567006468773, 0.18149784207344055, -0.11782719194889069, 0.11656245589256287, -0.06803935021162033, -0.04075160622596741, -0.02914157323539257, -0.005328672472387552, -0.059021297842264175, -0.12085343897342682, 0.1737344115972519, -0.036718327552080154, 0.0999385267496109, 0.23633423447608948, -0.03716893121600151, 0.012825082056224346, 0.14479973912239075, 0.0011433718027547002, 0.20028121769428253, 0.030520237982273102, -0.0639571025967598, 0.1541924774646759, 0.2821749150753021, -0.07757968455553055, -0.31982287764549255, -0.007222495041787624, -0.2175678312778473, -0.12756626307964325, 0.018692411482334137, -0.2390202283859253, 0.11895318329334259, 0.031123515218496323, -0.05609087273478508, 0.25739315152168274, -0.045974478125572205, 0.002731194719672203, 0.11567188799381256, -0.022633418440818787, 0.30677732825279236, -0.0863635316491127, -0.10520051419734955, -0.14682592451572418, -0.24992266297340393, 0.1414646953344345, -0.07752583920955658, 0.026309873908758163, 0.07999929785728455, 0.10597685724496841, -0.030380848795175552, -0.047746140509843826, 0.1010608896613121, 0.051066964864730835, 0.11405359953641891, -0.059016913175582886, -0.05826506018638611, 0.16965341567993164, -0.021773874759674072, 0.08697138726711273, -0.011129774153232574, 0.018917303532361984, -0.09712687879800797, 0.008075667545199394, 0.06776311993598938, -0.02327558398246765, 0.1038324236869812, -0.03389432653784752, -0.11193180084228516, -0.04491998627781868, -0.04812084883451462, 0.0028395045083016157, 0.1372835338115692, 0.0427447147667408, -0.06268350034952164, 0.03197682648897171, 0.009796510450541973, -0.14811590313911438, -0.028857821598649025, -0.06643926352262497, -0.1371839940547943, 0.09195949137210846, -0.32313352823257446, 0.06767386198043823, 0.1069786325097084, 0.0013835185673087835, 0.003770646173506975, 0.0704207792878151, -0.0319909043610096, -0.03596922382712364, 0.1609714776277542, -0.06133221462368965, 0.013609315268695354, 0.05996796488761902, -0.21124303340911865, 0.008099332451820374, 0.07672182470560074, 0.03359147533774376, 0.06611049920320511, 0.002934654476121068, -0.007098945323377848, 0.0611451230943203, -0.04607166722416878, 0.012646178714931011, 0.17779676616191864, -0.002901229541748762, -0.1545499563217163, 0.2822861075401306, 0.03396419808268547, -0.010481749661266804, 0.038649871945381165, 0.0013442805502563715, -0.08133964240550995, -0.08317520469427109, 0.017021294683218002, 0.23651985824108124, -0.021052507683634758, -0.13912256062030792, -0.023321298882365227, 0.03154321759939194, 0.02172408439218998, 0.0511493980884552, 0.021572599187493324, 0.12204822152853012, 0.06037377193570137, -0.005142042879015207, 0.04945920780301094, -0.03084448352456093, -0.12382929772138596, -0.0293396208435297, -0.06577746570110321, -0.2270778864622116, -0.027324263006448746, 0.14607103168964386, -0.06550978124141693, -0.0585264153778553, -0.11429637670516968, 0.13191473484039307, -0.24435874819755554, 0.03546863794326782, 0.05443674698472023, 0.03908611461520195, -0.024469954892992973, 0.0007571890018880367, -0.0507492795586586, 0.006633548531681299, -0.12494475394487381, 0.022187843918800354, 0.09115873277187347, 0.013263341970741749, -0.20376721024513245, -0.0348670594394207, 0.08144532144069672, 0.08972422778606415, 0.0550682432949543, 0.11372026056051254, -0.028049960732460022, 0.11966677010059357, -0.21815773844718933, -0.14390233159065247, 0.07611612230539322, 0.07013735175132751, 0.031550344079732895, 0.23528888821601868, -0.000775657594203949, 0.07478751242160797, -0.057708121836185455, 0.04644229635596275, -0.08431683480739594, -0.08618823438882828, 0.0006272406317293644, -0.20124605298042297, -0.09348879009485245, 0.028301483020186424, -0.07350953668355942, 0.2156493365764618, 0.056410618126392365, -0.0018574928399175406, 0.06469016522169113, 0.012180079706013203, -0.023448098450899124, -0.05072961375117302, 0.021274810656905174, -0.12072823941707611, -0.17412513494491577, 0.03214018791913986, 0.010927241295576096, -0.09762725234031677, 0.44719141721725464, 0.042114824056625366, -0.12265977263450623, -0.03154798224568367, 0.17989656329154968, -0.03374924138188362, 0.00742442486807704, 0.2112850397825241, 0.057351239025592804, -0.07336155325174332, -0.07687846571207047, 0.01459389179944992, 0.04226077347993851, -0.02175755240023136, 0.06511202454566956, 0.09903998672962189, 0.21440280973911285, -0.0025087178219109774, 0.046433206647634506, -0.034350402653217316, -0.048273228108882904, -0.07683852314949036, 0.042245324701070786, 0.03405315801501274, 0.008036665618419647, -0.07845709472894669, 0.012775006704032421, 0.05443377047777176, 0.03342492878437042, -0.06913391500711441, -0.022294044494628906, -0.1031406968832016, -0.08646916598081589, -0.009482727386057377, -0.1600002497434616, 0.07472137361764908, -0.019308101385831833, -0.02421741560101509, 0.26463741064071655, 0.015680858865380287, 0.0006387787288986146, -0.007802559994161129, -0.038708895444869995, 0.060397692024707794, 0.008571920916438103, -0.019296839833259583, -0.06503619253635406, 0.06001327559351921, -0.06568828970193863, 0.057851891964673996, -0.057045403867959976, -0.06593533605337143, 0.0406961552798748, 0.05800020694732666, 0.039659589529037476, -0.17968514561653137, -0.029538273811340332, -0.07462804764509201, 0.11919945478439331, -0.1062254086136818, 0.04354912415146828, 0.07883325219154358, 0.04374914616346359, 0.07683895528316498, 0.16537748277187347, -0.021186942234635353, 0.07207973301410675, -0.021470971405506134, 0.030208377167582512, -0.005083824973553419, 0.1446317583322525, -0.005047506652772427, -0.137693852186203, -0.0476197674870491, 0.21476976573467255, 0.2660520076751709, -0.11588539183139801, 0.012702584266662598, 0.018376436084508896, 0.04695601016283035, 0.0665600523352623, 0.2168489247560501, 0.050228219479322433, 0.11028528213500977, -0.015095217153429985, -0.14659586548805237, 0.03930986300110817, -0.08763694763183594, -0.0785382017493248, 0.039692796766757965, 0.0678551122546196, -0.05184775963425636, -0.1638035774230957, 0.150740385055542, -0.25349098443984985, 0.06072161719202995, 0.0785508006811142, -0.13391870260238647, -0.05913334712386131, -0.024752302095294, 0.1443033516407013, 0.03494846820831299, -0.02516769990324974, -0.06208763271570206, -0.053545963019132614, -0.05882514268159866, -0.02650299295783043, -0.34349673986434937, -0.18945926427841187, -0.03900161013007164, -0.045184820890426636, 0.13357383012771606, 0.004339433275163174, 0.055698785930871964, -0.0013803690671920776, 0.040553539991378784, -0.04565098509192467, 0.03560963273048401, 0.0330815315246582, 0.0047000995837152, -0.051412127912044525, -0.09236232936382294, -0.08673320710659027, -0.07652556896209717, 0.11361774057149887, 0.07912364602088928, -0.04799467697739601, 0.12881509959697723, 0.024223126471042633, -0.05033852905035019, -0.07414016872644424, -0.11819019913673401, 0.06447423994541168, -0.01122624147683382, -0.009278623387217522, 0.02415735088288784, 0.02031674236059189, 0.054114919155836105, 0.017116254195570946, -0.16759514808654785, -0.06264198571443558, 0.07806440442800522, -0.1073305755853653, 0.1295316517353058, 0.039662156254053116, -0.04136235639452934, 0.08328452706336975, -0.030227264389395714, 0.08190855383872986, -0.025205640122294426, 0.055215705186128616, 0.2020633965730667, 0.07026945799589157, -0.05067967623472214, -0.10366678237915039, 0.09244946390390396, -0.024704251438379288, 0.004639187827706337, -0.07270639389753342 ]
64ecf097c8db0f6dcfc86046e3450de8da5a3e41
# Wikipedia - Source: https://huggingface.co/datasets/wikipedia - Num examples: 1,281,412 - Language: Vietnamese ```python from datasets import load_dataset load_dataset("tdtunlp/wikipedia_vi") ```
vietgpt/wikipedia_vi
[ "task_categories:text-generation", "size_categories:1M<n<10M", "language:vi", "LM", "region:us" ]
2023-02-21T20:39:38+00:00
{"language": ["vi"], "size_categories": ["1M<n<10M"], "task_categories": ["text-generation"], "dataset_info": {"features": [{"name": "id", "dtype": "int64"}, {"name": "revid", "dtype": "string"}, {"name": "url", "dtype": "string"}, {"name": "title", "dtype": "string"}, {"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 1053551922.960177, "num_examples": 1284930}], "download_size": 569515706, "dataset_size": 1053551922.960177}, "tags": ["LM"]}
2023-09-16T04:11:18+00:00
[]
[ "vi" ]
TAGS #task_categories-text-generation #size_categories-1M<n<10M #language-Vietnamese #LM #region-us
# Wikipedia - Source: URL - Num examples: 1,281,412 - Language: Vietnamese
[ "# Wikipedia\n\n- Source: URL\n- Num examples: 1,281,412\n- Language: Vietnamese" ]
[ "TAGS\n#task_categories-text-generation #size_categories-1M<n<10M #language-Vietnamese #LM #region-us \n", "# Wikipedia\n\n- Source: URL\n- Num examples: 1,281,412\n- Language: Vietnamese" ]
[ 38, 20 ]
[ "passage: TAGS\n#task_categories-text-generation #size_categories-1M<n<10M #language-Vietnamese #LM #region-us \n# Wikipedia\n\n- Source: URL\n- Num examples: 1,281,412\n- Language: Vietnamese" ]
[ 0.06607109308242798, -0.007548648864030838, -0.003225043648853898, 0.028095517307519913, 0.08060313016176224, -0.022111084312200546, 0.12265549600124359, 0.11130611598491669, 0.19717897474765778, 0.022314805537462234, 0.050619952380657196, -0.05273132771253586, -0.014148165471851826, -0.01415089052170515, 0.02027875930070877, -0.3555087447166443, 0.04401549696922302, -0.012101146392524242, -0.03360637277364731, 0.0787045806646347, 0.026494653895497322, 0.00959970522671938, 0.14018560945987701, -0.05116061121225357, -0.010612566024065018, 0.09431366622447968, -0.05871483311057091, -0.07950742542743683, 0.05957892909646034, -0.0503360852599144, 0.06504472345113754, -0.06967196613550186, -0.005181779619306326, -0.19100330770015717, -0.029462138190865517, -0.004347275476902723, 0.017666921019554138, -0.09506718069314957, -0.033483635634183884, 0.007827209308743477, 0.2892763018608093, -0.1973544955253601, 0.004443352576345205, 0.06600689142942429, -0.07513993233442307, -0.04315749183297157, 0.05273827537894249, 0.02666420303285122, 0.05299829691648483, 0.041329171508550644, -0.03737475350499153, 0.12380389124155045, -0.24033847451210022, 0.006819501984864473, 0.16090835630893707, -0.14621324837207794, -0.01495802029967308, 0.20557507872581482, 0.1128620132803917, 0.11128229647874832, -0.10973862558603287, 0.060178909450769424, 0.04109484329819679, 0.008249721489846706, -0.14122258126735687, -0.14565207064151764, 0.019832270219922066, 0.020466385409235954, -0.04700518399477005, 0.07209514081478119, 0.23203304409980774, 0.10503380000591278, 0.09086848050355911, -0.1283879280090332, -0.1070210263133049, -0.07741808891296387, -0.07124346494674683, -0.012751254253089428, 0.008242378011345863, 0.051507409662008286, 0.2513889968395233, -0.03964336961507797, -0.027859261259436607, -0.025961121544241905, -0.06552333384752274, -0.10519976913928986, 0.018253853544592857, -0.031468287110328674, -0.022375566884875298, -0.09853217005729675, -0.188895121216774, -0.025577077642083168, 0.044776108115911484, -0.05231263488531113, -0.050497639924287796, 0.074673593044281, 0.14104953408241272, 0.006189954467117786, 0.14359870553016663, -0.11211118847131729, -0.06379318237304688, 0.0878550186753273, -0.11959877610206604, 0.10282310098409653, 0.020988157019019127, 0.07059480994939804, -0.13558611273765564, -0.0421939417719841, -0.029665010049939156, 0.0005746728857047856, 0.03874761238694191, 0.04439918324351311, -0.12788642942905426, -0.06561332941055298, -0.00694871274754405, 0.03492585942149162, -0.08298066258430481, 0.06012599542737007, -0.012618119828402996, -0.03525664284825325, 0.06871441751718521, -0.05156678706407547, -0.01753404177725315, 0.02277282439172268, -0.01627909019589424, 0.17467114329338074, -0.036073554307222366, 0.02249782718718052, -0.10727102309465408, -0.05576464533805847, -0.020285313948988914, 0.05537612736225128, -0.020626142621040344, -0.10706739872694016, 0.08613146841526031, -0.06029104068875313, -0.0634857714176178, -0.006548026110976934, -0.10004249960184097, 0.01377639640122652, 0.032326746731996536, -0.06451251357793808, 0.003423382295295596, -0.08886256068944931, -0.04217379167675972, -0.024267522618174553, 0.0850924700498581, -0.05253013223409653, -0.07645317912101746, 0.05150354653596878, -0.09178318828344345, 0.15405607223510742, -0.12652510404586792, 0.02307784929871559, -0.021945051848888397, 0.09350186586380005, -0.21209929883480072, 0.06077199801802635, -0.07611669600009918, 0.10250459611415863, 0.011416568420827389, -0.06046716123819351, -0.07355247437953949, 0.017866946756839752, -0.1457746922969818, 0.09485568851232529, -0.09254990518093109, -0.06240423023700714, 0.128448024392128, -0.010879971086978912, -0.008778385818004608, 0.16065135598182678, 0.10673150420188904, 0.0228146743029356, -0.001254099071957171, 0.31875914335250854, 0.02309115044772625, 0.004182812757790089, 0.1032746210694313, 0.12137426435947418, 0.018389128148555756, -0.06167224794626236, 0.08665371686220169, 0.002368304645642638, -0.008379551582038403, 0.027218764647841454, 0.1745663434267044, -0.007379532791674137, 0.01044568419456482, -0.07582462579011917, -0.012527858838438988, -0.04655542969703674, 0.1326049417257309, 0.07323954254388809, 0.11849527060985565, -0.07202203571796417, 0.0055578360334038734, 0.050286877900362015, 0.06394167244434357, 0.016354063525795937, -0.026988931000232697, -0.0525740385055542, -0.009838358499109745, 0.05589839443564415, 0.04816356673836708, -0.09836243093013763, 0.019855160266160965, 0.07425308227539062, 0.12191267311573029, 0.08682964742183685, 0.10479920357465744, -0.00781426765024662, -0.021352173760533333, -0.06026090309023857, 0.14906707406044006, 0.01650504395365715, 0.01418288890272379, 0.006159592419862747, -0.04809918627142906, 0.14280815422534943, 0.017291119322180748, -0.012055860832333565, -0.18775048851966858, -0.03395264595746994, 0.07619015127420425, 0.014898759312927723, 0.01342577114701271, 0.03555132821202278, 0.0580781027674675, 0.10702547430992126, -0.012516239657998085, 0.0016785889165475965, 0.02990056201815605, -0.09542743861675262, 0.008946536108851433, 0.054732561111450195, -0.045338261872529984, 0.09858208149671555, 0.16502274572849274, -0.060561876744031906, 0.00024010601919144392, 0.02082674764096737, -0.0009839083068072796, -0.006474805064499378, -0.06948398053646088, -0.005287402309477329, -0.06609272211790085, 0.03950034826993942, 0.16279272735118866, -0.05296853929758072, 0.043633345514535904, 0.024000508710741997, -0.0075648194178938866, 0.008647987619042397, 0.1839042454957962, 0.15819871425628662, -0.1704331636428833, 0.19680997729301453, 0.08140884339809418, 0.04546264559030533, 0.20157015323638916, 0.010288716293871403, 0.02937247045338154, 0.0050298855639994144, 0.1299058198928833, -0.04513181746006012, 0.03533577173948288, -0.3268842101097107, 0.0012223508674651384, 0.02077079936861992, 0.0899445116519928, 0.01513979397714138, -0.11085139214992523, -0.09471983462572098, -0.08764910697937012, -0.0631813034415245, -0.07630416005849838, 0.07280951738357544, 0.12413618713617325, 0.06496436893939972, 0.04845448210835457, 0.004911523777991533, -0.06050373613834381, -0.028161723166704178, -0.038880832493305206, 0.1212458610534668, -0.11718059331178665, -0.3393072187900543, -0.053940195590257645, -0.021727534011006355, -0.13359571993350983, -0.02907196804881096, -0.004272465594112873, -0.25219252705574036, -0.03659692779183388, -0.012785467319190502, 0.08658905327320099, -0.048398666083812714, -0.07439190149307251, 0.04807846620678902, 0.13699093461036682, -0.13787268102169037, 0.004252820275723934, -0.07451537251472473, -0.07458353042602539, 0.01658662036061287, 0.003239250974729657, -0.2794485092163086, -0.0322192944586277, 0.22968149185180664, -0.013553294353187084, 0.03740719333291054, 0.0018885519821196795, 0.10916934907436371, -0.1085892841219902, 0.031012430787086487, 0.060190629214048386, 0.10713180154561996, 0.039271291345357895, 0.1724623739719391, 0.035213131457567215, -0.08224660903215408, 0.057901035994291306, 0.1796867400407791, -0.08541946858167648, -0.17261192202568054, -0.1611490249633789, -0.11108647286891937, 0.129253551363945, 0.03181198984384537, 0.08098481595516205, 0.04525260627269745, -0.030555129051208496, 0.07562144100666046, 0.18644361197948456, 0.005381095688790083, -0.02731655165553093, 0.29396411776542664, -0.05166865140199661, -0.04049314185976982, -0.10508605092763901, -0.06931040436029434, 0.08286596089601517, 0.11278606206178665, 0.12142862379550934, 0.12789922952651978, 0.12904120981693268, 0.06341639906167984, 0.04939984902739525, 0.05275360122323036, -0.031379036605358124, -0.045861151069402695, -0.026114681735634804, -0.014157120138406754, -0.08924459666013718, 0.14635314047336578, 0.07760617136955261, 0.03526585176587105, -0.10014417767524719, 0.003696927335113287, 0.056184396147727966, 0.10244082659482956, 0.13025560975074768, 0.09407415241003036, 0.013206731528043747, 0.11787592619657516, 0.08901669085025787, -0.01192374899983406, -0.0347905233502388, 0.19788199663162231, 0.15210740268230438, -0.09935519099235535, 0.14764732122421265, 0.04105423390865326, 0.12312572449445724, -0.045259956270456314, 0.0938771590590477, -0.09833095967769623, -0.10334967076778412, 0.049874771386384964, 0.09226634353399277, -0.07289798557758331, 0.2818785607814789, 0.01045315619558096, -0.1548667997121811, -0.14449337124824524, -0.05662597343325615, 0.004358885809779167, 0.1529608517885208, 0.1264926940202713, 0.08599168062210083, 0.10528071224689484, -0.11259586364030838, -0.06060556694865227, -0.026792502030730247, 0.04552745446562767, 0.1271524876356125, -0.12077385187149048, -0.027577271685004234, -0.0551888570189476, -0.03534361347556114, -0.06864656507968903, -0.08035992085933685, -0.08337382227182388, -0.01241286564618349, 0.14000120759010315, -0.12771441042423248, 0.024723274633288383, -0.025097861886024475, 0.04300946742296219, 0.3012048006057739, 0.03336235135793686, -0.022120380774140358, 0.008901715278625488, -0.07185151427984238, 0.12870053946971893, -0.008897282183170319, -0.024372126907110214, -0.12227810174226761, -0.04976559430360794, -0.0673571303486824, -0.01821506768465042, 0.166441410779953, 0.02164805680513382, 0.025121014565229416, -0.02230549044907093, 0.14014342427253723, -0.08001568913459778, 0.015991125255823135, -0.015091109089553356, -0.02562432549893856, 0.052803002297878265, -0.14652658998966217, -0.10918203741312027, 0.08335749059915543, -0.04467534273862839, 0.10884294658899307, -0.1921200305223465, -0.008564095012843609, 0.010876262560486794, -0.18598490953445435, 0.20556797087192535, 0.10856602340936661, -0.014961326494812965, 0.08668412268161774, 0.1757233887910843, -0.019435212016105652, -0.21487268805503845, -0.043472789227962494, -0.08647039532661438, 0.007748728152364492, -0.055035389959812164, -0.1303449273109436, 0.022982677444815636, 0.0850372239947319, 0.039846666157245636, 0.0763174444437027, -0.3662654757499695, -0.12495008111000061, 0.04947220906615257, -0.05611591041088104, 0.14581437408924103, -0.16072064638137817, -0.03461099788546562, -0.10859294980764389, -0.09032274782657623, 0.14485076069831848, 0.03830413520336151, 0.06667092442512512, -0.018891651183366776, 0.00954082328826189, 0.02690710872411728, 0.007182371336966753, 0.1683272421360016, 0.024510184302926064, -0.0324074849486351, -0.05305125564336777, -0.2736445963382721, 0.1355491280555725, 0.022149693220853806, 0.0540984682738781, -0.01875687949359417, -0.08044837415218353, -0.15547534823417664, -0.06812471151351929, -0.10191886872053146, -0.08566809445619583, 0.010113488882780075, -0.052083637565374374, -0.10288379341363907, 0.06918913125991821, -0.05168846994638443, 0.0035660136491060257, 0.1953047513961792, -0.029980724677443504, 0.018510514870285988, 0.0570053793489933, 0.06675320118665695, -0.15813101828098297, 0.13174624741077423, 0.01544792391359806, 0.006889353971928358, 0.06555700302124023, -0.22487980127334595, -0.0138817448168993, 0.10665435343980789, 0.00949293002486229, 0.1520761251449585, 0.004129956942051649, -0.006247461773455143, 0.04051945358514786, 0.1372450441122055, 0.019860440865159035, -0.2611905038356781, -0.06642721593379974, -0.04731738194823265, 0.11722143739461899, -0.10023532062768936, -0.057246528565883636, -0.028235411271452904, -0.01684681512415409, 0.03895069286227226, -0.014333648607134819, -0.07677298784255981, -0.03508820757269859, -0.021628083661198616, 0.0853409692645073, -0.054410044103860855, 0.1080649346113205, 0.18869228661060333, -0.14192283153533936, -0.02427911013364792, 0.3543200194835663, -0.08862744271755219, -0.022568946704268456, 0.048399537801742554, 0.07715261727571487, 0.10027404129505157, -0.04634012281894684, -0.039409589022397995, -0.11047721654176712, 0.01792634092271328, 0.13957491517066956, 0.013884416781365871, 0.01784449629485607, -0.006488218437880278, -0.09400304406881332, 0.023237094283103943, 0.025808263570070267, 0.001969515345990658, -0.07309040427207947, -0.1282886266708374, -0.262468159198761, 0.07405363023281097, 0.19339212775230408, -0.04392817243933678, -0.08828067779541016, -0.21453368663787842, 0.0396929569542408, -0.21494169533252716, 0.0731884315609932, -0.11107724905014038, -0.021128784865140915, -0.05832646042108536, -0.035395339131355286, -0.09562280029058456, -0.07077650725841522, -0.08753012865781784, 0.015686146914958954, -0.0331302210688591, 0.11282990127801895, -0.03687463700771332, -0.024672208353877068, 0.10510233044624329, 0.025354456156492233, 0.058194827288389206, -0.07311606407165527, -0.09862750768661499, 0.058123212307691574, -0.027940353378653526, -0.034674372524023056, 0.20660816133022308, 0.06591811776161194, 0.06923965364694595, 0.07222585380077362, -0.021025724709033966, -0.015197652392089367, 0.248169407248497, 0.06458679586648941, 0.00547084491699934, -0.0774015411734581, -0.09017707407474518, -0.1994444578886032, -0.25805774331092834, 0.0059410505928099155, -0.006659700069576502, 0.06412190198898315, -0.04105963557958603, -0.04385549575090408, -0.028530040755867958, 0.04271867126226425, -0.016626445576548576, -0.04268607869744301, -0.05593615397810936, -0.044757112860679626, 0.11069517582654953, -0.04418673366308212, 0.0009997182060033083, 0.050164829939603806, 0.2515312135219574, 0.030820729210972786, 0.025941364467144012, 0.051034461706876755, 0.01958482526242733, -0.16828441619873047, 0.030440358445048332, 0.18588228523731232, 0.10347136855125427, -0.03798079118132591, -0.02360020950436592, -0.037298839539289474, 0.026480548083782196, 0.21173879504203796, 0.08481630682945251, 0.1375378966331482, 0.02415216527879238, -0.0022657287772744894, 0.05026387423276901, 0.008197616785764694, -0.10059476643800735, 0.19547811150550842, -0.038129884749650955, 0.12428837269544601, -0.14599421620368958, -0.01840105839073658, 0.0872667208313942, -0.07006905972957611, 0.10585024952888489, -0.07295294851064682, -0.11157777160406113, -0.13313226401805878, -0.08989375829696655, -0.07211063802242279, -0.20325247943401337, 0.014567434787750244, -0.03631260618567467, 0.0763636976480484, 0.028413565829396248, 0.1717187762260437, 0.009231419302523136, 0.1060388907790184, -0.12572617828845978, -0.07090525329113007, 0.008294074796140194, -0.01344540249556303, 0.04869385063648224, -0.0478445440530777, 0.04020301252603531, -0.019737614318728447, -0.10652758926153183, -0.05580131337046623, 0.08220946043729782, -0.11997773498296738, -0.03524189814925194, -0.15261298418045044, 0.0176771841943264, -0.06474702805280685, -0.04182283952832222, 0.003523963037878275, 0.10767318308353424, 0.054085686802864075, -0.11368577927350998, 0.008156641386449337, 0.11735065281391144, -0.0014509655302390456, -0.2177993804216385, -0.10106989741325378, 0.1853906661272049, -0.09667617082595825, 0.021655824035406113, -0.10035724192857742, -0.027102623134851456, -0.141374409198761, 0.24693991243839264, 0.2261306196451187, 0.014906186610460281, -0.00663029495626688, -0.030313953757286072, 0.04770619422197342, -0.049119461327791214, 0.06222996860742569, 0.08808950334787369, 0.21664585173130035, 0.01343510765582323, -0.095949187874794, -0.04722319543361664, -0.09958742558956146, -0.24727043509483337, -0.016053179278969765, 0.18451695144176483, 0.0008392247254960239, -0.04188583791255951, 0.13537508249282837, -0.12861336767673492, 0.27333176136016846, 0.04467296600341797, -0.2406032681465149, -0.10846982151269913, -0.05144261568784714, -0.0662989467382431, 0.02755291387438774, -0.03557664528489113, -0.035386987030506134, -0.09724423289299011, -0.08339136838912964, 0.0217562448233366, -0.24740628898143768, -0.10539105534553528, 0.05692515894770622, 0.15358886122703552, 0.03486425802111626, -0.004039596300572157, -0.004256242886185646, 0.02088501676917076, -0.00647816713899374, 0.024272337555885315, 0.07320716232061386, 0.026538748294115067, 0.13948675990104675, -0.11343670636415482, 0.02188224531710148, -0.04805317521095276, 0.012069961987435818, 0.01115394290536642, 0.035776879638433456, -0.030237730592489243, -0.009227531962096691, 0.03756331652402878, -0.06164180859923363, 0.04378422349691391, -0.12579037249088287, 0.05424262583255768, 0.12471888959407806, 0.023699315264821053, 0.020396359264850616, -0.035465169697999954, 0.04972254857420921, -0.07630015909671783, -0.13871628046035767, -0.13822732865810394, -0.11363137513399124, -0.014951047487556934, 0.09009241312742233, 0.0825471505522728, -0.2345951497554779, -0.027318105101585388, -0.019067293033003807, 0.12822727859020233, -0.07618240267038345, 0.09995267540216446, 0.036003246903419495, -0.026685692369937897, -0.036888908594846725, -0.49668607115745544, 0.05798770487308502, 0.08254742622375488, -0.05699310079216957, -0.07574598491191864 ]
35e7ad2906ea22bfb293e0b82ca1f153fa8bb399
# Dataset Card for "patched_test_p_10_f_SPOUT_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_10_f_SPOUT_v4
[ "region:us" ]
2023-02-21T20:40:47+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 537304297, "num_examples": 1675599}], "download_size": 54326651, "dataset_size": 537304297}}
2023-02-21T20:41:00+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_10_f_SPOUT_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_10_f_SPOUT_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_10_f_SPOUT_v4\"\n\nMore Information needed" ]
[ 6, 26 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_10_f_SPOUT_v4\"\n\nMore Information needed" ]
[ -0.20185944437980652, 0.03478686884045601, -0.00175326073076576, 0.04080365598201752, 0.0783182755112648, 0.0428878553211689, 0.03554146736860275, 0.1052575632929802, 0.152977854013443, 0.008471203036606312, 0.18093371391296387, 0.08659876137971878, 0.029429206624627113, 0.30841028690338135, -0.02618361823260784, 0.03579169511795044, 0.04112083837389946, 0.059421394020318985, -0.006632661446928978, 0.1645631343126297, 0.03360621631145477, -0.08460293710231781, 0.09703201055526733, -0.04066068306565285, -0.1825486570596695, 0.06263214349746704, -0.004594477359205484, -0.07439228892326355, 0.06628376990556717, -0.1340431571006775, 0.15194863080978394, 0.004459620453417301, 0.013456163927912712, -0.060978446155786514, 0.013018656522035599, 0.018836386501789093, -0.018978115171194077, 0.04841845482587814, 0.08241807669401169, -0.00821360107511282, -0.09638939797878265, 0.07229220867156982, 0.007522971369326115, 0.0004234194057062268, -0.10071402043104172, -0.2345741093158722, -0.11884895712137222, 0.009391285479068756, -0.03178020566701889, 0.014527714811265469, 0.0367375910282135, 0.2428029179573059, -0.18129709362983704, 0.05074240267276764, 0.136632040143013, -0.0846283808350563, 0.05671389773488045, 0.0850994735956192, 0.03734114021062851, 0.02808217518031597, -0.012921830639243126, -0.032547563314437866, 0.11530135571956635, 0.001202237093821168, -0.09241393953561783, -0.020061252638697624, -0.08669488877058029, 0.1130867525935173, -0.10815347731113434, -0.13123993575572968, 0.3157685101032257, 0.004443776793777943, -0.06339279562234879, 0.04212037846446037, -0.036929529160261154, -0.1740695834159851, 0.05447638779878616, 0.02173691801726818, 0.008644336834549904, -0.053541142493486404, 0.06436710059642792, 0.06447482854127884, -0.09226306527853012, -0.22137388586997986, -0.1157216876745224, 0.051615338772535324, 0.018023677170276642, 0.15071961283683777, -0.13030767440795898, 0.050266291946172714, -0.03329763188958168, 0.015388677828013897, 0.004737872630357742, -0.1213352158665657, -0.07599977403879166, -0.018181826919317245, -0.05260782688856125, 0.02454054355621338, 0.10606330633163452, 0.15969888865947723, 0.0740378201007843, 0.041365936398506165, 0.003965240437537432, 0.04304328188300133, 0.08631230890750885, -0.0424492172896862, 0.002261148067191243, 0.1921660453081131, -0.02817038632929325, -0.04311177507042885, -0.09452635794878006, -0.05515827611088753, -0.008221304975450039, -0.019385498017072678, 0.037867698818445206, 0.08456670492887497, -0.046126220375299454, -0.037190258502960205, -0.05654437094926834, -0.05043064430356026, 0.14424723386764526, -0.13546663522720337, -0.030769191682338715, 0.11654040217399597, -0.055637240409851074, -0.03334714472293854, -0.022690903395414352, -0.08287891000509262, 0.005777627695351839, -0.035261403769254684, -0.07638992369174957, -0.005010618828237057, -0.059629492461681366, -0.06349682062864304, 0.06465787440538406, -0.20454789698123932, 0.02761288546025753, -0.11475082486867905, -0.3400844931602478, -0.029908359050750732, -0.05212534964084625, 0.007857747375965118, 0.13052159547805786, 0.037463173270225525, 0.03991740196943283, -0.052208513021469116, -0.026935342699289322, 0.16456539928913116, -0.06663920730352402, 0.11889924108982086, 0.02456444501876831, 0.03573422506451607, -0.06555375456809998, 0.04448188468813896, -0.12492261826992035, -0.01471407525241375, -0.010179112665355206, -0.04140506684780121, -0.18060186505317688, 0.02229236625134945, -0.06400705873966217, -0.09351751953363419, -0.09710606932640076, 0.019681831821799278, -0.002412678673863411, 0.12142051756381989, -0.19112563133239746, -0.013509519398212433, 0.08725032955408096, -0.1577080637216568, -0.14509925246238708, 0.03274725377559662, 0.01489695068448782, -0.04195341467857361, 0.0024607570376247168, 0.34577125310897827, 0.10824987292289734, -0.17388881742954254, 0.05346378684043884, 0.14324823021888733, -0.1874895989894867, -0.20843757688999176, 0.16089406609535217, -0.06369950622320175, -0.1807970553636551, 0.04548874869942665, -0.004410106223076582, -0.0281657911837101, -0.06588105112314224, -0.05227207392454147, -0.04982827603816986, -0.08436842262744904, 0.17018643021583557, 0.03056231513619423, 0.033907413482666016, -0.11437129974365234, 0.08600187301635742, -0.010830323211848736, 0.11194738000631332, -0.0026100496761500835, -0.030427535995841026, -0.06043766438961029, 0.2561400532722473, -0.10372799634933472, -0.043473854660987854, -0.16503435373306274, -0.00719415070489049, 0.0399910993874073, -0.0175289586186409, -0.06383206695318222, 0.06534695625305176, 0.07817600667476654, -0.07287123799324036, 0.0783068835735321, 0.0035134432837367058, 0.0013725211611017585, 0.005697270389646292, -0.04493454098701477, 0.0389067716896534, -0.03512120991945267, -0.07262331247329712, -0.04730575531721115, -0.12205008417367935, -0.054301515221595764, 0.08191689103841782, 0.05041917413473129, -0.03136180341243744, -0.04364946484565735, 0.07365188747644424, -0.026524294167757034, 0.04309003800153732, -0.039872102439403534, 0.044329725205898285, -0.03334058076143265, 0.0544155053794384, -0.005469375289976597, 0.015675442293286324, 0.2148391604423523, 0.123858742415905, -0.09884395450353622, -0.031632278114557266, -0.017852885648608208, -0.07643643766641617, 0.021235266700387, -0.072683185338974, -0.03883950784802437, -0.09942381083965302, -0.09087654948234558, 0.05893911421298981, -0.10480454564094543, -0.02864922769367695, 0.04746025428175926, -0.03140690177679062, -0.023487595841288567, 0.1407463401556015, 0.015888478606939316, -0.07369162142276764, 0.13081711530685425, 0.17874130606651306, 0.07684636116027832, 0.07353903353214264, -0.12907443940639496, -0.16495957970619202, 0.02160528674721718, 0.059903986752033234, -0.08693996071815491, 0.18374408781528473, -0.12081193923950195, 0.04859736189246178, 0.12955568730831146, 0.0046918257139623165, 0.07473668456077576, -0.11358574032783508, -0.08768016844987869, 0.001999996602535248, -0.04851306229829788, -0.23667100071907043, 0.08000026643276215, 0.03033091314136982, 0.07854045927524567, -0.048740219324827194, 0.0018213490257039666, 0.11692699790000916, 0.006282884627580643, -0.13334710896015167, 0.13638025522232056, -0.13772915303707123, -0.26124104857444763, -0.034140169620513916, 0.031284820288419724, 0.09589657932519913, 0.0003513733099680394, -0.021460745483636856, -0.17510031163692474, -0.018017487600445747, -0.015298787504434586, -0.13053792715072632, -0.10612190514802933, 0.02093536965548992, -0.004371171351522207, 0.023413775488734245, 0.03042827732861042, -0.05626527592539787, 0.03577066957950592, -0.0514855720102787, 0.13960912823677063, 0.1285969614982605, -0.0388801246881485, 0.09016367793083191, 0.06828410178422928, -0.039511390030384064, 0.10752913355827332, -0.021174035966396332, 0.1496254801750183, 0.005556069780141115, -0.08583106100559235, 0.1958255171775818, -0.04593570530414581, -0.018622905015945435, -0.06799433380365372, -0.031935013830661774, -0.09564930945634842, 0.007175027392804623, -0.05115831643342972, -0.13333207368850708, -0.27318525314331055, -0.09863228350877762, -0.02886475808918476, 0.11314503103494644, 0.07617445290088654, 0.05463055893778801, -0.08247310668230057, 0.10444231331348419, 0.11534491181373596, -0.04761718958616257, -0.17481063306331635, -0.08949128538370132, 0.02079237811267376, -0.05313214287161827, -0.009752493351697922, -0.14649392664432526, 0.0038627712056040764, 0.11091474443674088, 0.07242056727409363, 0.1603134125471115, 0.01752207614481449, -0.015222445130348206, 0.06031686067581177, 0.24324624240398407, 0.06642614305019379, 0.17625713348388672, 0.10884552448987961, -0.040342193096876144, 0.03531673550605774, -0.018672866746783257, -0.049555882811546326, -0.04181103780865669, 0.11243239045143127, -0.09919661283493042, -0.055717818439006805, -0.22316166758537292, 0.03180001676082611, -0.17792756855487823, 0.11671098321676254, -0.24507027864456177, 0.014714378863573074, -0.0668288990855217, 0.10508528351783752, -0.08419907838106155, 0.06851035356521606, 0.0772976502776146, -0.12435665726661682, 0.035723019391298294, -0.022165823727846146, 0.04901296645402908, 0.06559114158153534, 0.03123580478131771, -0.0260903500020504, -0.07765969634056091, -0.005321219097822905, 0.14462243020534515, -0.21685940027236938, 0.19313974678516388, -0.0038311828393489122, -0.05693478882312775, -0.10007813572883606, -0.05892495438456535, -0.007076689042150974, -0.08937627077102661, 0.21017029881477356, 0.013013134710490704, -0.07636677473783493, -0.23048356175422668, -0.07499893009662628, 0.018693380057811737, 0.08126693218946457, 0.05812031775712967, -0.09811121225357056, 0.03183000534772873, 0.033849138766527176, -0.07518269866704941, -0.06010854244232178, -0.12129244208335876, 0.0966699868440628, 0.016289345920085907, -0.0720420777797699, -0.12538966536521912, -0.027790013700723648, -0.055374179035425186, -0.24842660129070282, 0.0021175674628466368, -0.012388882227241993, -0.05223231390118599, -0.11439701169729233, 0.07106225937604904, 0.16983947157859802, -0.01640019379556179, 0.03504599630832672, 0.04016701504588127, -0.030411044135689735, 0.005473541095852852, -0.18134915828704834, 0.05045326054096222, -0.07034453749656677, -0.025056175887584686, -0.06241554021835327, 0.14607515931129456, -0.012167956680059433, 0.03709106892347336, 0.008659773506224155, -0.012513271532952785, -0.07836560904979706, -0.05355271324515343, 0.1537102907896042, -0.17898321151733398, 0.05559365078806877, 0.23046070337295532, 0.07176502794027328, 0.07784953713417053, 0.05997558310627937, 0.0051259505562484264, 0.1699507236480713, 0.07093308866024017, -0.01878061518073082, 0.18200893700122833, 0.05030922219157219, -0.015984512865543365, -0.28351959586143494, 0.03446158394217491, -0.05014866963028908, 0.02038540504872799, 0.07307365536689758, -0.10849378257989883, 0.09589370340108871, 0.16017524898052216, -0.03214503824710846, 0.2670840322971344, -0.12612217664718628, -0.04560977220535278, 0.27076810598373413, 0.07371298968791962, 0.1857166737318039, -0.07484368234872818, -0.09008204191923141, -0.0004040284256916493, -0.059679482132196426, 0.10730496048927307, -0.10738871991634369, 0.025440195575356483, -0.07734833657741547, -0.010353990830481052, 0.01827136054635048, -0.09638338536024094, 0.15933342278003693, 0.06142636761069298, 0.07914599031209946, -0.050586964935064316, -0.017761774361133575, 0.06357833743095398, 0.02175133489072323, 0.14042522013187408, 0.06234317272901535, 0.1061091423034668, -0.20694929361343384, 0.01840701699256897, -0.050713226199150085, 0.056263070553541183, 0.02914051152765751, -0.013606862165033817, -0.0758095309138298, -0.0417097806930542, -0.13845834136009216, -0.043210435658693314, -0.032554905861616135, 0.0018331888131797314, 0.07881420850753784, 0.08499279618263245, -0.017246369272470474, 0.012327470816671848, -0.17046025395393372, -0.02322348766028881, -0.048666812479496, 0.06758636236190796, -0.16738906502723694, -0.0032272269017994404, 0.16661465167999268, 0.07352256774902344, 0.03570599853992462, 0.046772632747888565, -0.07161277532577515, -0.011965448968112469, 0.10011963546276093, -0.16220933198928833, 0.11521956324577332, 0.03208492696285248, -0.24333061277866364, -0.03942298889160156, 0.04819236695766449, -0.006898281630128622, 0.024730879813432693, -0.014606459066271782, -0.07099588960409164, 0.04241437837481499, -0.08470631390810013, 0.22858619689941406, 0.20419900119304657, 0.06981483101844788, -0.19888614118099213, 0.143329918384552, -0.05280432850122452, -0.12892459332942963, 0.012349802069365978, -0.07882007956504822, -0.11076348274946213, -0.09070563316345215, 0.062326762825250626, 0.17457634210586548, 0.05232779681682587, -0.1213984489440918, -0.08833883702754974, -0.07596652209758759, 0.11025837808847427, 0.15365846455097198, 0.11442755162715912, 0.12314653396606445, 0.065384142100811, -0.07202646136283875, -0.00026239536236971617, 0.0026599590200930834, 0.020123593509197235, -0.0032575984951108694, -0.1193096786737442, 0.005543476901948452, -0.052456118166446686, 0.2298242747783661, -0.08220641314983368, -0.010863907635211945, -0.09556810557842255, 0.08945436030626297, -0.051609158515930176, 0.011370385996997356, 0.040073420852422714, -0.030476970598101616, 0.05661806836724281, 0.01106251310557127, -0.00727633573114872, 0.021344099193811417, -0.14551103115081787, 0.1166466772556305, 0.10190998017787933, 0.019819369539618492, -0.09462627023458481, 0.008929899893701077, 0.11076638102531433, 0.022929813712835312, 0.07587425410747528, 0.20601044595241547, -0.022755876183509827, 0.08316033333539963, -0.059433989226818085, -0.08259966969490051, 0.07047172635793686, 0.07684329152107239, 0.009553477168083191, 0.0016208242159336805, 0.0541766881942749, 0.09373799711465836, -0.06432481110095978, 0.11110962927341461, 0.043977074325084686, -0.08016137033700943, -0.0353018194437027, -0.08907744288444519, 0.0033853536006063223, -0.0399637296795845, -0.06441332399845123, 0.07945428043603897, 0.10697483271360397, -0.007103967946022749, 0.03105243667960167, 0.027220355346798897, -0.12093145400285721, -0.07189501821994781, -0.03526365011930466, -0.10141307860612869, -0.076154425740242, 0.11886615306138992, 0.08435386419296265, -0.03147535398602486, 0.37048617005348206, -0.042060382664203644, -0.04338303580880165, -0.05578351020812988, 0.20062625408172607, 0.046373967081308365, 0.02113635092973709, 0.2862939238548279, -0.0034501180052757263, -0.0513215996325016, -0.020266884937882423, 0.024150535464286804, -0.011470317840576172, -0.0005925633013248444, 0.0572817325592041, 0.0951211079955101, -0.0510253831744194, 0.014189330860972404, -0.009316783398389816, -0.05557503178715706, 0.10133714228868484, -0.03382132947444916, -0.06632649153470993, 0.037978462874889374, 0.08028081804513931, 0.05415288731455803, -0.024518821388483047, -0.05173853784799576, 0.031079858541488647, -0.04661630839109421, -0.09574317187070847, -0.09983530640602112, -0.13002198934555054, -0.030285166576504707, -0.13861487805843353, 0.058706000447273254, -0.02559053525328636, -0.003995833918452263, 0.25902825593948364, 0.04689952731132507, -0.007552899420261383, 0.1481011062860489, -0.04338536411523819, 0.03190627321600914, 0.0511259026825428, -0.03069474548101425, -0.10957001894712448, 0.029104219749569893, -0.04852001368999481, 0.15670126676559448, -0.06346119195222855, 0.021583041176199913, -0.09275868535041809, 0.03852812200784683, 0.04288230836391449, -0.07274651527404785, -0.029586561024188995, -0.05330098420381546, 0.034919992089271545, -0.04679730907082558, 0.07575157284736633, 0.034330565482378006, 0.08146557211875916, -0.019717000424861908, 0.07214369624853134, 0.04439979046583176, 0.04238907992839813, -0.055699970573186874, 0.05824166536331177, 0.0004895403981208801, 0.050315532833337784, 0.06183791905641556, -0.03998451679944992, 0.01883329637348652, 0.2755427658557892, 0.18395918607711792, 0.024153076112270355, -0.013278464786708355, 0.056129805743694305, 0.03054545633494854, 0.043166130781173706, 0.11735587567090988, 0.034489888697862625, -0.007356798276305199, -0.04368268698453903, -0.102801114320755, -0.03933515027165413, -0.06597384810447693, -0.03554194048047066, 0.01191117987036705, 0.07711362093687057, -0.06502765417098999, -0.05931386724114418, 0.10907421261072159, -0.08063219487667084, 0.03165037930011749, 0.086522176861763, 0.007192639168351889, -0.08218644559383392, -0.025471031665802002, 0.05754372850060463, 0.015964632853865623, -0.05088980495929718, -0.11332270503044128, 0.015602816827595234, -0.02627846784889698, -0.046396415680646896, -0.24775293469429016, -0.195431649684906, 0.025473646819591522, -0.0949530377984047, 0.07908738404512405, -0.007676150184124708, 0.2890164852142334, 0.001190553535707295, 0.03154587000608444, -0.09185139089822769, 0.10027682781219482, 0.024339398369193077, 0.030386103317141533, -0.031086253002285957, 0.0433528795838356, 0.04496951773762703, -0.12535737454891205, -0.0015193402068689466, -0.04308382794260979, -0.048721350729465485, 0.09759771823883057, 0.035757631063461304, -0.07301432639360428, 0.023610642179846764, -0.1057058572769165, 0.11033546179533005, 0.021608270704746246, -0.04380463808774948, 0.009502426721155643, -0.08261752128601074, 0.06945760548114777, 0.004354145843535662, -0.16008037328720093, 0.009451455436646938, -0.058253757655620575, -0.01634519174695015, 0.004414025694131851, -0.06685160100460052, -0.07174429297447205, 0.03528348356485367, -0.09675969183444977, -0.04923240840435028, 0.0135501092299819, 0.02902168035507202, 0.012207506224513054, 0.0940655842423439, -0.00030375519418157637, 0.13690954446792603, 0.04399468004703522, 0.05569463223218918, -0.07846111059188843, -0.09635741263628006 ]
f9e872d95e3585575d77e0630461d525f4fde0f2
# Dataset Card for "patched_test_p_20_f_SPOUT_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_20_f_SPOUT_v4
[ "region:us" ]
2023-02-21T20:41:46+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 517784141, "num_examples": 1607399}], "download_size": 52108156, "dataset_size": 517784141}}
2023-02-21T20:41:58+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_20_f_SPOUT_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_20_f_SPOUT_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_20_f_SPOUT_v4\"\n\nMore Information needed" ]
[ 6, 26 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_20_f_SPOUT_v4\"\n\nMore Information needed" ]
[ -0.20183789730072021, 0.05882514268159866, -0.0017954235663637519, 0.02343503013253212, 0.06046171858906746, 0.039589084684848785, 0.04871942102909088, 0.1163569837808609, 0.14768801629543304, 0.03258670121431351, 0.20329052209854126, 0.05423732474446297, 0.02828325144946575, 0.3508528172969818, -0.02293974906206131, 0.032968919724226, 0.02393987402319908, 0.04552469030022621, -0.004779594484716654, 0.16749650239944458, 0.033906564116477966, -0.08110525459051132, 0.08896329253911972, -0.033276788890361786, -0.23630240559577942, 0.08655380457639694, 0.004841039422899485, -0.07751356810331345, 0.06690846383571625, -0.1226358711719513, 0.15470290184020996, 0.00817006267607212, 0.0022028114181011915, -0.06220633536577225, 0.012140853330492973, 0.02433020807802677, -0.028553809970617294, 0.048783108592033386, 0.0898396298289299, -0.028538187965750694, -0.03829723969101906, 0.049360428005456924, -0.0018610639963299036, -0.007667919155210257, -0.08868150413036346, -0.2669524550437927, -0.11616802215576172, 0.03637636825442314, -0.046529289335012436, 0.024441801011562347, 0.033524416387081146, 0.2369593232870102, -0.15879791975021362, 0.05763012170791626, 0.156847283244133, -0.08115717768669128, 0.03911800682544708, 0.06250518560409546, -0.006122893653810024, 0.04531529173254967, 0.0030331164598464966, -0.023152433335781097, 0.10317036509513855, 0.0029096605721861124, -0.12185937911272049, -0.022288145497441292, -0.10158168524503708, 0.11933398246765137, -0.10536408424377441, -0.14571967720985413, 0.34834086894989014, -0.005291253328323364, -0.05037785321474075, 0.04751276224851608, -0.04842224344611168, -0.16086608171463013, 0.05582297593355179, 0.010837102308869362, 0.019791338592767715, -0.049183983355760574, 0.042725756764411926, 0.07752467691898346, -0.10258128494024277, -0.218627467751503, -0.12959027290344238, 0.052763886749744415, 0.014236398972570896, 0.14678257703781128, -0.14342933893203735, 0.04946698620915413, -0.04610316827893257, 0.01802070625126362, 0.013489190489053726, -0.10397814214229584, -0.05815057083964348, -0.0188538059592247, -0.06639464944601059, -0.027667028829455376, 0.110419362783432, 0.14931094646453857, 0.02890504151582718, 0.04415000230073929, -0.018398979678750038, 0.053233757615089417, 0.09148653596639633, -0.07428047060966492, 0.0019973244052380323, 0.2003864049911499, -0.0281183123588562, -0.07566195726394653, -0.08877331763505936, -0.07215448468923569, 0.002059516729786992, -0.011136957444250584, 0.04334494099020958, 0.07542521506547928, -0.044726576656103134, -0.06584025919437408, -0.053422823548316956, -0.041502103209495544, 0.07270065695047379, -0.14125527441501617, -0.025253737345337868, 0.10378558188676834, -0.02358657866716385, -0.032232217490673065, -0.006539130583405495, -0.09660884737968445, 0.015951398760080338, -0.03898611292243004, -0.08473889529705048, -0.010005495510995388, -0.050654731690883636, -0.04401244968175888, 0.07359400391578674, -0.13154834508895874, 0.02477298490703106, -0.10513468086719513, -0.3104536831378937, -0.03341659530997276, -0.04326640069484711, 0.0026369241531938314, 0.12404920160770416, 0.05065640062093735, 0.04358166083693504, -0.0314582996070385, -0.02678273431956768, 0.17528006434440613, -0.060279328376054764, 0.1221516951918602, 0.027301331982016563, 0.02393811009824276, -0.04065178334712982, 0.041963353753089905, -0.10074429959058762, -0.0075292340479791164, -0.025991495698690414, -0.03947843983769417, -0.18966031074523926, -0.010188809596002102, -0.060073111206293106, -0.08049722015857697, -0.08231271803379059, 0.03348960354924202, -0.005934928078204393, 0.11585463583469391, -0.19558659195899963, -0.047005388885736465, 0.1319856494665146, -0.17679409682750702, -0.1305466741323471, 0.021290196105837822, 0.01199404802173376, -0.039780568331480026, -0.009771488606929779, 0.3499091565608978, 0.07186207175254822, -0.1504233181476593, 0.05788056552410126, 0.1427176594734192, -0.17067068815231323, -0.21450993418693542, 0.15690083801746368, -0.05970139056444168, -0.18703293800354004, 0.04096439480781555, -0.029501276090741158, -0.016994835808873177, -0.07223024219274521, -0.05059326812624931, -0.060434188693761826, -0.06321147084236145, 0.12449242174625397, 0.032632820308208466, 0.04134547710418701, -0.12816575169563293, 0.08886297792196274, -0.0035633433144539595, 0.1166776716709137, -0.0014715134166181087, -0.03965110331773758, -0.05980107560753822, 0.2317061722278595, -0.0798499658703804, -0.031770411878824234, -0.16304031014442444, -0.023357024416327477, 0.02688324823975563, -0.016325293108820915, -0.057531602680683136, 0.07412329316139221, 0.07221510261297226, -0.06834813952445984, 0.0837460458278656, 0.015325074084103107, -0.008065515197813511, 0.007554018869996071, -0.04184054955840111, 0.005879465490579605, -0.015611501410603523, -0.06569990515708923, -0.03189240023493767, -0.12832586467266083, -0.06441722810268402, 0.12852351367473602, 0.07656547427177429, -0.03259153664112091, -0.04540431126952171, 0.07387690991163254, -0.028280271217226982, 0.040698133409023285, -0.04238718003034592, 0.024954797700047493, -0.027196014299988747, 0.06020178273320198, -0.010655444115400314, 0.03724602237343788, 0.24369539320468903, 0.12468346208333969, -0.09460631012916565, -0.05252237990498543, -0.022406211122870445, -0.0765494629740715, 0.014410791918635368, -0.08828316628932953, -0.017477314919233322, -0.10261744260787964, -0.07969821989536285, 0.056841954588890076, -0.0884932279586792, -0.01899891160428524, 0.04920933023095131, -0.03531849384307861, -0.032627902925014496, 0.1550956517457962, 0.011336250230669975, -0.12085553258657455, 0.1444605141878128, 0.1624181866645813, 0.06321872770786285, 0.08537551015615463, -0.13983485102653503, -0.17072449624538422, 0.008131338283419609, 0.08008775860071182, -0.08470521122217178, 0.17543789744377136, -0.12007277458906174, 0.03223785012960434, 0.1328735500574112, -0.009380759671330452, 0.07100728154182434, -0.110491544008255, -0.09522505104541779, 0.007144952658563852, -0.04489750787615776, -0.22507888078689575, 0.0889463722705841, 0.02481752634048462, 0.07824552059173584, -0.05353722348809242, 0.007148390635848045, 0.1268186867237091, 0.0028664853889495134, -0.130239337682724, 0.13726818561553955, -0.14808665215969086, -0.2661091387271881, -0.038725633174180984, 0.028620826080441475, 0.07715654373168945, -0.011427381075918674, -0.012900101952254772, -0.18167218565940857, -0.021185092628002167, -0.0026132389903068542, -0.13627178966999054, -0.12587860226631165, 0.025827327743172646, -0.015819426625967026, 0.021185006946325302, 0.03860219940543175, -0.04810047149658203, 0.032300304621458054, -0.0377265028655529, 0.14945226907730103, 0.1412087380886078, -0.02937745302915573, 0.09223541617393494, 0.0563034750521183, -0.03283519670367241, 0.11901700496673584, -0.002440975746139884, 0.13741956651210785, 0.0030251345597207546, -0.11488755792379379, 0.19253666698932648, -0.026247911155223846, -0.024895379319787025, -0.09774671494960785, -0.02479790337383747, -0.09645432233810425, -0.0008988719782792032, -0.05132603645324707, -0.13463038206100464, -0.26888594031333923, -0.10111536830663681, -0.031165625900030136, 0.09124196320772171, 0.09619243443012238, 0.0661044716835022, -0.10581082850694656, 0.09538161009550095, 0.11984959244728088, -0.03166821971535683, -0.18639975786209106, -0.08156413584947586, 0.046826764941215515, -0.06613520532846451, -0.009509887546300888, -0.13670231401920319, 0.005135397892445326, 0.128408282995224, 0.05259107053279877, 0.16912344098091125, 0.031112687662243843, -0.0014589237980544567, 0.06412124633789062, 0.24554437398910522, 0.079600490629673, 0.15540331602096558, 0.12338440865278244, -0.040328629314899445, 0.032512325793504715, -0.022339053452014923, -0.06374294310808182, -0.013541861437261105, 0.0934160128235817, -0.11181977391242981, -0.0488177090883255, -0.21350693702697754, 0.023571696132421494, -0.14750343561172485, 0.0689610093832016, -0.23242023587226868, 0.017800401896238327, -0.06651788204908371, 0.08519922941923141, -0.098109170794487, 0.06725200265645981, 0.10162899643182755, -0.12538295984268188, 0.03180938959121704, -0.020977120846509933, 0.03832145407795906, 0.055384472012519836, 0.024419892579317093, -0.056436941027641296, -0.06559506058692932, -0.00186759396456182, 0.14906106889247894, -0.19730527698993683, 0.21195748448371887, 0.0016849839594215155, -0.08731453120708466, -0.09772159159183502, -0.05167599394917488, 0.0015413066139444709, -0.08500482887029648, 0.2166687548160553, 0.0159238800406456, -0.1392313688993454, -0.19225461781024933, -0.06766156852245331, 0.02274298295378685, 0.08068381249904633, 0.03726036474108696, -0.1172255128622055, 0.03572593629360199, 0.03584422543644905, -0.07210758328437805, -0.04538661614060402, -0.09830010682344437, 0.0834546610713005, 0.025810126215219498, -0.05168509483337402, -0.12830311059951782, -0.049927566200494766, -0.06406153738498688, -0.18929611146450043, 0.059682950377464294, -0.019105631858110428, -0.049507301300764084, -0.13113771378993988, 0.11980091035366058, 0.15641991794109344, -0.025607150048017502, 0.027112623676657677, 0.04892639443278313, 0.014704504050314426, -0.007058941759169102, -0.181732177734375, 0.06086135655641556, -0.07470421493053436, -0.019728975370526314, -0.06826101243495941, 0.13583694398403168, -0.00432192487642169, 0.031082071363925934, -0.012394506484270096, 0.0037928384263068438, -0.09421505033969879, -0.06370659917593002, 0.17008882761001587, -0.15967720746994019, 0.048024579882621765, 0.19818241894245148, 0.09405260533094406, 0.127374067902565, 0.07669784128665924, -0.014879103749990463, 0.17829616367816925, 0.0689786970615387, -0.02485976368188858, 0.18428200483322144, 0.034337256103754044, -0.00150279700756073, -0.27014240622520447, 0.03194332867860794, -0.045637354254722595, 0.018194207921624184, 0.07128768414258957, -0.14402471482753754, 0.1121690645813942, 0.17328998446464539, -0.03323177993297577, 0.2594345808029175, -0.1051003634929657, -0.03216254338622093, 0.2934708297252655, 0.08245589584112167, 0.2109699547290802, -0.07092121243476868, -0.1006326973438263, 0.006740257143974304, -0.009490854106843472, 0.11322608590126038, -0.16024237871170044, 0.019741442054510117, -0.07716754078865051, 0.02148718759417534, 0.016336901113390923, -0.09421506524085999, 0.15542250871658325, 0.051947928965091705, 0.0802387222647667, -0.0392451137304306, 0.007863972336053848, 0.03773988038301468, 0.021677743643522263, 0.12269032001495361, 0.046430330723524094, 0.11037462204694748, -0.19072487950325012, 0.017003461718559265, -0.03856416791677475, 0.07354725152254105, 0.030561218038201332, -0.012439998798072338, -0.07029424607753754, -0.04411005973815918, -0.1518094837665558, -0.050478920340538025, -0.026860510930418968, 0.0056050801649689674, 0.08667585998773575, 0.12361710518598557, -0.047363121062517166, -0.010770539753139019, -0.17900411784648895, -0.033061012625694275, -0.05023534968495369, 0.06738447397947311, -0.16702671349048615, -0.018140772357583046, 0.14709047973155975, 0.09094683080911636, 0.0319833867251873, 0.03655408322811127, -0.08777452260255814, -0.02811410091817379, 0.10321994870901108, -0.19607478380203247, 0.1125858724117279, 0.013517743907868862, -0.17145976424217224, -0.025539014488458633, 0.015864942222833633, 0.011733816005289555, 0.019386157393455505, -0.011993839405477047, -0.0604713037610054, 0.0374155193567276, -0.07794913649559021, 0.21056243777275085, 0.1907401978969574, 0.06750299781560898, -0.20586760342121124, 0.11186742782592773, -0.04807322472333908, -0.11471423506736755, 0.026591509580612183, -0.05186443403363228, -0.10373665392398834, -0.08207520097494125, 0.06145033612847328, 0.2048102766275406, 0.0015710542211309075, -0.12325343489646912, -0.07613997906446457, -0.07914414256811142, 0.09802685678005219, 0.13626287877559662, 0.10660400986671448, 0.12747903168201447, 0.05265633761882782, -0.08106226474046707, 0.015925880521535873, -0.006945889908820391, 0.008387897163629532, 0.003045418066903949, -0.11367084085941315, 0.024136776104569435, -0.04050068557262421, 0.21818631887435913, -0.07826126366853714, -0.011250588111579418, -0.0947008952498436, 0.08933928608894348, -0.023104432970285416, 0.0034796660766005516, 0.055032115429639816, -0.033975109457969666, 0.06793654710054398, 0.016219129785895348, -0.014438456855714321, 0.026474906131625175, -0.15693210065364838, 0.11954522132873535, 0.09612435102462769, 0.0341251939535141, -0.10389386117458344, 0.029335005208849907, 0.11526729166507721, 0.01833345741033554, 0.06425033509731293, 0.22595103085041046, -0.007262015715241432, 0.0905671939253807, -0.05672871321439743, -0.08808590471744537, 0.060398682951927185, 0.07129588723182678, 0.03209059685468674, -0.008884915150702, 0.05339469015598297, 0.09626330435276031, -0.08359158784151077, 0.1157914251089096, 0.02043663151562214, -0.07557336986064911, -0.04750955104827881, -0.0867064818739891, -0.024084411561489105, -0.049013651907444, -0.06437971442937851, 0.1100955531001091, 0.11836951225996017, -0.028615524992346764, 0.019764311611652374, 0.02248195745050907, -0.1202457845211029, -0.06762776523828506, -0.031760167330503464, -0.09543826431035995, -0.05770782008767128, 0.11457286775112152, 0.0797998234629631, -0.04713166132569313, 0.3814299702644348, -0.04067306965589523, -0.07318159937858582, -0.04924631118774414, 0.14136913418769836, 0.05047629773616791, 0.0057626208290457726, 0.2741190195083618, 0.019422397017478943, -0.03278391435742378, -0.021815113723278046, 0.02031775191426277, -0.010629314929246902, -0.027484647929668427, 0.0742526575922966, 0.07437916845083237, -0.05540122091770172, -0.0009323053527623415, 0.0008388128480874002, -0.06954389065504074, 0.08970318734645844, -0.01016118936240673, -0.05854344367980957, 0.04359952732920647, 0.08634383231401443, 0.046070490032434464, 0.002975421492010355, -0.06563509255647659, 0.023454375565052032, -0.047347020357847214, -0.08360717445611954, -0.10370051860809326, -0.10154267400503159, -0.03859449923038483, -0.1736053079366684, 0.05810730159282684, -0.02651403844356537, 0.009183292277157307, 0.21429085731506348, 0.04893113300204277, -0.0025951778516173363, 0.13188517093658447, -0.002604569075629115, 0.028047259896993637, 0.04544684290885925, -0.02362792380154133, -0.12286235392093658, 0.000678766518831253, -0.05917716771364212, 0.15578068792819977, -0.05563098192214966, 0.011459595523774624, -0.09064414352178574, 0.060158081352710724, 0.036435093730688095, -0.07187063992023468, -0.027366429567337036, -0.051798757165670395, 0.026418771594762802, -0.054868604987859726, 0.04159146547317505, 0.025483595207333565, 0.06966941803693771, -0.024240976199507713, 0.048725202679634094, 0.04348112270236015, 0.07300984859466553, -0.04739578440785408, 0.09338616579771042, -0.021155890077352524, 0.04959316551685333, 0.05398787185549736, -0.02909226529300213, 0.003789919428527355, 0.22723907232284546, 0.15810732543468475, 0.03387194871902466, -0.004616878926753998, 0.051720667630434036, 0.026821380481123924, 0.022609617561101913, 0.09562638401985168, 0.03786906227469444, 0.03138727322220802, -0.03836642578244209, -0.0892573744058609, -0.05484378710389137, -0.06605425477027893, -0.02834160439670086, 0.03842080384492874, 0.09351668506860733, -0.05999378487467766, -0.05815894156694412, 0.106812484562397, -0.07123113423585892, 0.0117130596190691, 0.11760549992322922, 0.004886792041361332, -0.08378233760595322, -0.011765860952436924, 0.050627510994672775, 0.0007012163405306637, -0.05625297129154205, -0.11990398913621902, 0.013135289773344994, -0.04553726688027382, -0.03975467383861542, -0.25969547033309937, -0.21386681497097015, 0.043287552893161774, -0.08673226833343506, 0.07146653532981873, -0.012191263027489185, 0.2704339623451233, 0.0017857541097328067, 0.0378081351518631, -0.08412746340036392, 0.09417650103569031, 0.020874470472335815, 0.020849423483014107, -0.0487629659473896, 0.06044015660881996, 0.037287019193172455, -0.11309114843606949, 0.009981208480894566, -0.04627346619963646, -0.07079816609621048, 0.06753998249769211, 0.04663899168372154, -0.09088336676359177, 0.0116492984816432, -0.11199057102203369, 0.10865078121423721, 0.03180259093642235, -0.040860310196876526, 0.0067231603898108006, -0.08440110832452774, 0.09843836724758148, 0.009363601915538311, -0.1311476230621338, 0.03289208188652992, -0.05237393081188202, -0.007225390989333391, 0.05754557624459267, -0.06636757403612137, -0.0768156573176384, 0.016719210892915726, -0.09023097157478333, -0.03663649037480354, 0.031494155526161194, 0.02194206789135933, 0.026278164237737656, 0.08553798496723175, -0.0030925364699214697, 0.15458399057388306, 0.04979146644473076, 0.042096737772226334, -0.06379198282957077, -0.07988415658473969 ]
b10bf4a93c64501fdf23e4fc98e6bafc20d2c244
# Dataset Card for "patched_test_p_40_f_SPOUT_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_40_f_SPOUT_v4
[ "region:us" ]
2023-02-21T20:42:28+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 478745882, "num_examples": 1470999}], "download_size": 0, "dataset_size": 478745882}}
2023-02-21T20:43:09+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_40_f_SPOUT_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_40_f_SPOUT_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_40_f_SPOUT_v4\"\n\nMore Information needed" ]
[ 6, 26 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_40_f_SPOUT_v4\"\n\nMore Information needed" ]
[ -0.20830854773521423, 0.04662441089749336, -0.0018743067048490047, 0.04024742171168327, 0.06087891384959221, 0.05894139036536217, 0.024039028212428093, 0.12024559080600739, 0.15540021657943726, 0.01776246912777424, 0.18149502575397491, 0.05607959255576134, 0.03766678273677826, 0.30392926931381226, -0.018023280426859856, 0.03069913014769554, 0.015228976495563984, 0.05321294069290161, -0.024672167375683784, 0.16101953387260437, 0.030316071584820747, -0.07546283304691315, 0.10162170976400375, -0.03615783154964447, -0.2000967413187027, 0.07084032148122787, 0.0009956968715414405, -0.06081373244524002, 0.07656077295541763, -0.11478430777788162, 0.15843091905117035, 0.0028526452369987965, 0.01756809651851654, -0.06523898243904114, 0.013061299920082092, 0.017535073682665825, -0.03038717992603779, 0.05540919303894043, 0.08152211457490921, 0.0018390907207503915, -0.07525594532489777, 0.06891802698373795, -0.018433401361107826, -0.005123925860971212, -0.09488427639007568, -0.2581517696380615, -0.1304309368133545, 0.006478813011199236, -0.0540606789290905, 0.021362673491239548, 0.03683599829673767, 0.25550758838653564, -0.15500110387802124, 0.0533389188349247, 0.12216329574584961, -0.11375612765550613, 0.05499392747879028, 0.08875671774148941, 0.004377612844109535, 0.04154106229543686, -0.011852387338876724, -0.01742880791425705, 0.1110110878944397, 0.012484810315072536, -0.12435228377580643, -0.02507886476814747, -0.046112630516290665, 0.11865847557783127, -0.0947299525141716, -0.13445116579532623, 0.30811232328414917, -0.0021648418623954058, -0.05776466801762581, 0.0487448088824749, -0.050024379044771194, -0.16982929408550262, 0.053221702575683594, 0.02624942548573017, 0.013893824070692062, -0.04146076738834381, 0.05829159542918205, 0.07893998175859451, -0.0950346514582634, -0.22715133428573608, -0.12541593611240387, 0.04364974424242973, 0.018341073766350746, 0.15445677936077118, -0.12439526617527008, 0.05638568103313446, -0.04434383288025856, 0.011640142649412155, 0.00048691261326894164, -0.10652609914541245, -0.04979833588004112, -0.018869450315833092, -0.06120618060231209, 0.01952252723276615, 0.1168912798166275, 0.14072830975055695, 0.010170811787247658, 0.04391971603035927, -0.0035943621769547462, 0.056181855499744415, 0.09501735121011734, -0.068566232919693, 0.010510925203561783, 0.16453811526298523, -0.030506402254104614, -0.0577656552195549, -0.09494420886039734, -0.06368705630302429, 0.000040641261875862256, -0.03740837797522545, 0.03489989787340164, 0.08017296344041824, -0.04827536270022392, -0.052684519439935684, -0.05280034989118576, -0.034561872482299805, 0.12131169438362122, -0.13613653182983398, -0.027680538594722748, 0.10607042908668518, -0.03130139410495758, -0.017556138336658478, -0.012227830477058887, -0.08807191252708435, 0.005433912854641676, -0.06337271630764008, -0.06904081255197525, -0.009782802313566208, -0.05396921932697296, -0.04781803861260414, 0.060936588793992996, -0.12954872846603394, 0.0250846054404974, -0.12725645303726196, -0.30986225605010986, -0.03543402999639511, -0.053496602922677994, -0.005432767327874899, 0.1302889734506607, 0.06480488181114197, 0.060191139578819275, -0.03679412603378296, -0.021262740716338158, 0.14789777994155884, -0.06621703505516052, 0.12864258885383606, 0.03305508568882942, 0.029941439628601074, -0.04446668177843094, 0.03528279811143875, -0.10796954482793808, -0.015628093853592873, -0.048316508531570435, -0.03748934715986252, -0.17509880661964417, -0.0031284040305763483, -0.06320422142744064, -0.09557774662971497, -0.08124994486570358, 0.037835389375686646, -0.013437163084745407, 0.12903143465518951, -0.19153302907943726, -0.027166465297341347, 0.09349691867828369, -0.17173151671886444, -0.1395229697227478, 0.040403272956609726, 0.017440952360630035, -0.052584510296583176, -0.007213659584522247, 0.33906659483909607, 0.09237012267112732, -0.16923125088214874, 0.06726545095443726, 0.15121647715568542, -0.17529164254665375, -0.20706558227539062, 0.1508815884590149, -0.07247760891914368, -0.22244790196418762, 0.030374063178896904, -0.030948765575885773, -0.018777113407850266, -0.06925851106643677, -0.05747034028172493, -0.05061975121498108, -0.08259296417236328, 0.1440819501876831, 0.022754181176424026, 0.04338124394416809, -0.11525405943393707, 0.0889170691370964, -0.053165558725595474, 0.12111636996269226, -0.0011054149363189936, -0.027531644329428673, -0.0613902285695076, 0.24249108135700226, -0.08824919909238815, -0.03566216304898262, -0.16719190776348114, -0.017068877816200256, 0.030674675479531288, -0.022875703871250153, -0.07131364196538925, 0.07902854681015015, 0.08699025213718414, -0.0597027987241745, 0.07145693898200989, 0.0076306965202093124, -0.003183363238349557, 0.0008608866482973099, -0.04882388561964035, 0.02813946269452572, -0.030092060565948486, -0.0637325569987297, -0.07129161804914474, -0.12052632868289948, -0.06162450835108757, 0.10819610953330994, 0.06503447890281677, -0.02857915870845318, -0.03666628897190094, 0.0673251748085022, -0.016803639009594917, 0.04035904258489609, -0.030531398952007294, 0.03349337354302406, -0.02664516121149063, 0.05696779489517212, -0.008281410671770573, 0.047134824097156525, 0.24973712861537933, 0.1183236688375473, -0.11648920923471451, -0.05722016096115112, -0.03147103264927864, -0.06543275713920593, 0.009643089026212692, -0.08811817318201065, -0.035600144416093826, -0.09222839772701263, -0.08966183662414551, 0.06690721213817596, -0.07910045236349106, -0.00936123076826334, 0.040401145815849304, -0.032492101192474365, -0.010062473826110363, 0.13987672328948975, -0.01574072055518627, -0.06209907308220863, 0.13373099267482758, 0.16342772543430328, 0.05785832926630974, 0.07642646878957748, -0.1422266662120819, -0.15955419838428497, 0.010436074808239937, 0.060623884201049805, -0.08744210749864578, 0.18281997740268707, -0.09352707862854004, 0.04585108160972595, 0.13172776997089386, -0.004744155798107386, 0.06321598589420319, -0.10269065946340561, -0.09326102584600449, 0.004087654408067465, -0.0475064255297184, -0.23913799226284027, 0.07893429696559906, 0.02947103977203369, 0.07926589995622635, -0.04901430383324623, 0.009009636007249355, 0.11525526642799377, -0.0019978336058557034, -0.12303800135850906, 0.13804258406162262, -0.1349772959947586, -0.24662818014621735, -0.052005477249622345, 0.03339913487434387, 0.09297502040863037, -0.004649453330785036, -0.028506210073828697, -0.19077447056770325, -0.016075512394309044, -0.002956252545118332, -0.10342856496572495, -0.1002257913351059, 0.033408548682928085, -0.011603803373873234, 0.01719110831618309, 0.046459462493658066, -0.04581265151500702, 0.036332134157419205, -0.039013564586639404, 0.1428743451833725, 0.14690181612968445, -0.028462307527661324, 0.10150633007287979, 0.05511796846985817, -0.034050267189741135, 0.10386441648006439, -0.002112646820023656, 0.16588415205478668, -0.003818562487140298, -0.0809948667883873, 0.189566507935524, -0.03698120266199112, -0.016589270904660225, -0.09307391941547394, -0.012729434296488762, -0.09388262778520584, -0.004420767538249493, -0.06060352548956871, -0.12785154581069946, -0.25346165895462036, -0.09642910957336426, -0.02725176513195038, 0.10808522254228592, 0.08981572836637497, 0.061428580433130264, -0.0990748181939125, 0.10387298464775085, 0.12348160147666931, -0.022384963929653168, -0.1877719759941101, -0.09001067280769348, 0.03237362205982208, -0.05473765358328819, -0.01516745612025261, -0.14590872824192047, -0.0035456912592053413, 0.1275709569454193, 0.09295301139354706, 0.14877831935882568, 0.016776248812675476, 0.010316523723304272, 0.04613833501935005, 0.27469080686569214, 0.08820409327745438, 0.1620083600282669, 0.1039995476603508, -0.0367874801158905, 0.03956286609172821, -0.02404172159731388, -0.06353792548179626, -0.0251941941678524, 0.11035232245922089, -0.11110664904117584, -0.045807648450136185, -0.22783327102661133, 0.023849239572882652, -0.14320193231105804, 0.08905095607042313, -0.23343293368816376, 0.005973695777356625, -0.0672394335269928, 0.11241278052330017, -0.09071552753448486, 0.07875129580497742, 0.0899992287158966, -0.12149488925933838, 0.027988208457827568, -0.021704023703932762, 0.04365166649222374, 0.03268882632255554, 0.03290916234254837, -0.02604721114039421, -0.07596491277217865, -0.0064544472843408585, 0.13222217559814453, -0.1924753487110138, 0.19418573379516602, 0.003647219855338335, -0.07781326770782471, -0.08532890677452087, -0.051031388342380524, 0.008818144910037518, -0.05295059457421303, 0.2107452005147934, 0.017978092655539513, -0.10654936730861664, -0.23112933337688446, -0.06772910058498383, 0.021836338564753532, 0.06901195645332336, 0.03766067326068878, -0.10217375308275223, 0.03090951219201088, 0.036820605397224426, -0.08361717313528061, -0.09404252469539642, -0.10853657871484756, 0.09477856755256653, 0.013030772097408772, -0.05872900038957596, -0.1097617819905281, -0.03568948805332184, -0.057479128241539, -0.21794244647026062, 0.01424620021134615, -0.026069525629281998, -0.054122306406497955, -0.11879359185695648, 0.07401839643716812, 0.14983947575092316, -0.021398458629846573, 0.015967536717653275, 0.05550610274076462, -0.004091761074960232, 0.006440295372158289, -0.17920872569084167, 0.06062834709882736, -0.07561177015304565, -0.02215012162923813, -0.06505481898784637, 0.13678477704524994, -0.002013233955949545, 0.03676772862672806, -0.0011452136095613241, -0.004529211670160294, -0.0998213067650795, -0.06128227710723877, 0.17111755907535553, -0.19419853389263153, 0.07633709907531738, 0.21856436133384705, 0.07415378093719482, 0.1162208691239357, 0.0730980858206749, -0.008864580653607845, 0.1674427092075348, 0.06324980407953262, -0.02430243231356144, 0.17226427793502808, 0.06461592763662338, -0.004267304204404354, -0.2878585457801819, 0.02290298230946064, -0.05737315118312836, 0.02203286625444889, 0.0847826898097992, -0.15034626424312592, 0.1019810140132904, 0.1633884757757187, -0.03246598318219185, 0.27174341678619385, -0.10223208367824554, -0.035006869584321976, 0.27820855379104614, 0.0707542821764946, 0.20872384309768677, -0.08484181761741638, -0.10256900638341904, 0.003762852866202593, -0.07458320260047913, 0.06664572656154633, -0.14159569144248962, 0.014316833578050137, -0.07806775718927383, 0.03875018656253815, 0.018115319311618805, -0.0940578356385231, 0.1755877584218979, 0.0641426369547844, 0.08057240396738052, -0.05086267739534378, 0.012690243311226368, 0.015477011911571026, 0.018307574093341827, 0.11585094034671783, 0.04175553843379021, 0.11107567697763443, -0.22269529104232788, 0.01755526289343834, -0.042236097157001495, 0.06639760732650757, 0.03276963531970978, -0.01799667626619339, -0.0752057135105133, -0.03976624086499214, -0.15075606107711792, -0.055275700986385345, -0.019085198640823364, 0.005175657570362091, 0.0884224995970726, 0.12548546493053436, -0.038810111582279205, 0.027932150289416313, -0.20465639233589172, -0.016632748767733574, -0.0555608868598938, 0.07962724566459656, -0.16116952896118164, -0.004490167833864689, 0.15510553121566772, 0.07414465397596359, 0.02616904117166996, 0.042055923491716385, -0.06382142752408981, -0.01416201051324606, 0.10218097269535065, -0.17160995304584503, 0.11092250794172287, 0.0266457200050354, -0.22113901376724243, -0.02047773264348507, 0.02609889768064022, 0.01338102389127016, 0.017541984096169472, -0.0034706201404333115, -0.059370458126068115, 0.04240844026207924, -0.08562925457954407, 0.21815335750579834, 0.20627638697624207, 0.07079589366912842, -0.2012990117073059, 0.12587079405784607, -0.06314500421285629, -0.10016795992851257, 0.009486296214163303, -0.06714553385972977, -0.1152724176645279, -0.09498700499534607, 0.05768245458602905, 0.2148628830909729, -0.011415566317737103, -0.12019845098257065, -0.08466856181621552, -0.08187553286552429, 0.09209080040454865, 0.10225513577461243, 0.11403140425682068, 0.12041698396205902, 0.05968007072806358, -0.07430043816566467, 0.00940434355288744, -0.012672338634729385, 0.011008847504854202, -0.005590589717030525, -0.11708810925483704, 0.014661110006272793, -0.04804905876517296, 0.2340688705444336, -0.08323465287685394, -0.005533607676625252, -0.0922173485159874, 0.09041645377874374, -0.05845015496015549, 0.017430858686566353, 0.057210035622119904, -0.022656036540865898, 0.05356551706790924, 0.014266090467572212, -0.00874358881264925, 0.031053880229592323, -0.15287932753562927, 0.12298373132944107, 0.0981578528881073, 0.0208530705422163, -0.0871763527393341, 0.026372969150543213, 0.11680500954389572, 0.02171459048986435, 0.07289683073759079, 0.20411400496959686, -0.012108802795410156, 0.09225810319185257, -0.009447415359318256, -0.07648318260908127, 0.05696384236216545, 0.07204222679138184, 0.008688690140843391, 0.005718585103750229, 0.04806635528802872, 0.08012456446886063, -0.07650459557771683, 0.11286795139312744, 0.06577438116073608, -0.08040378987789154, -0.016814716160297394, -0.08783052116632462, -0.0015857485122978687, -0.04686261713504791, -0.06895645707845688, 0.10696583986282349, 0.12481661885976791, -0.02340618707239628, 0.017115149646997452, 0.027275225147604942, -0.11953981965780258, -0.06795131415128708, -0.01928212307393551, -0.09426358342170715, -0.07094457745552063, 0.10685083270072937, 0.08679641783237457, -0.04062574356794357, 0.3793632984161377, -0.0518319196999073, -0.0682479739189148, -0.048808202147483826, 0.15509991347789764, 0.030356207862496376, 0.004213860258460045, 0.2895597219467163, 0.010983473621308804, -0.042730629444122314, -0.027534712105989456, 0.027247969061136246, -0.019860906526446342, -0.01392429880797863, 0.0581766776740551, 0.07765606790781021, -0.018334701657295227, 0.0005001541576348245, -0.004384628497064114, -0.07005982846021652, 0.09065017104148865, -0.03013472817838192, -0.06285279244184494, 0.03439168259501457, 0.08611932396888733, 0.061613474041223526, -0.01581234484910965, -0.04385213553905487, 0.02837449684739113, -0.062436025589704514, -0.0864759087562561, -0.10097678005695343, -0.07822753489017487, -0.029897557571530342, -0.16836963593959808, 0.051114216446876526, -0.018122978508472443, 0.001319503178820014, 0.2544947564601898, 0.04907114803791046, -0.00577522162348032, 0.1442834585905075, -0.045986928045749664, 0.030673928558826447, 0.04428841546177864, -0.02053569070994854, -0.11249355226755142, 0.03798219561576843, -0.06644624471664429, 0.16303901374340057, -0.06791231036186218, 0.012616089545190334, -0.08554746955633163, 0.04189674183726311, 0.04268331080675125, -0.06326580792665482, -0.037045493721961975, -0.06116198003292084, 0.03770389407873154, -0.04998951405286789, 0.07052648812532425, 0.028477106243371964, 0.0873316079378128, -0.027154337614774704, 0.06493435800075531, 0.040506377816200256, 0.07778328657150269, -0.06038206070661545, 0.05316059663891792, -0.019630448892712593, 0.05367846041917801, 0.05399536341428757, -0.04420626908540726, 0.01252509281039238, 0.2490791231393814, 0.17741288244724274, 0.003446119837462902, -0.007261741440743208, 0.0581994503736496, 0.03283141180872917, 0.050658538937568665, 0.11157800257205963, 0.039917439222335815, 0.0006643107626587152, -0.04040709137916565, -0.10052113980054855, -0.05450053513050079, -0.07115507125854492, -0.03384304791688919, 0.033427026122808456, 0.07318280637264252, -0.05934285372495651, -0.07195287197828293, 0.109620101749897, -0.05903021991252899, -0.01728357933461666, 0.13180609047412872, 0.0028358353301882744, -0.08085588365793228, -0.013374315574765205, 0.06437312066555023, 0.009798966348171234, -0.05616069585084915, -0.11603055894374847, 0.020565804094076157, 0.009324639104306698, -0.04706328362226486, -0.2526412308216095, -0.2130386233329773, 0.0365835502743721, -0.05832638964056969, 0.0580274872481823, -0.0046047065407037735, 0.27894818782806396, -0.0040007480420172215, 0.033867549151182175, -0.09001421928405762, 0.10136311501264572, 0.02034003846347332, 0.00441129831597209, -0.055939480662345886, 0.046901822090148926, 0.038987211883068085, -0.12942145764827728, 0.003324619960039854, -0.04892255365848541, -0.07321882247924805, 0.09073716402053833, 0.03177962824702263, -0.0816521942615509, 0.0045742373913526535, -0.1043301597237587, 0.10990455746650696, 0.029111776500940323, -0.031385019421577454, 0.008359497413039207, -0.07405519485473633, 0.08782675862312317, 0.020330175757408142, -0.1571587771177292, 0.017063196748495102, -0.052574291825294495, -0.015363890677690506, 0.02741643413901329, -0.06461728364229202, -0.07332815229892731, 0.020811621099710464, -0.09432964771986008, -0.02978914976119995, 0.023036032915115356, 0.03562761843204498, 0.012589726597070694, 0.09013190865516663, 0.010295186191797256, 0.14910706877708435, 0.053658515214920044, 0.04329496622085571, -0.06173952296376228, -0.09990452975034714 ]
a087db33e07fb6087eec13c8267f7e324b7f49d5
# Dataset Card for "patched_test_p_10_f_ATCaseOTCase_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_10_f_ATCaseOTCase_v4
[ "region:us" ]
2023-02-21T20:43:52+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 52568328, "num_examples": 143667}], "download_size": 5044378, "dataset_size": 52568328}}
2023-02-21T20:43:59+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_10_f_ATCaseOTCase_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_10_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_10_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ 6, 30 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_10_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ -0.20720431208610535, 0.034091658890247345, -0.0023943642154335976, 0.04669244959950447, 0.0515018105506897, 0.09390635788440704, 0.13328874111175537, 0.12429960072040558, 0.06993337720632553, 0.029293721541762352, 0.1528330296278, 0.036473263055086136, 0.07768488675355911, 0.19677267968654633, -0.004509583115577698, 0.1040981262922287, -0.011509262025356293, 0.07644857466220856, -0.016790125519037247, 0.16564680635929108, 0.02946106158196926, -0.08890850841999054, 0.11674559116363525, -0.07447027415037155, -0.12517711520195007, 0.08014819025993347, 0.028689246624708176, -0.10607775300741196, 0.08971180766820908, -0.1417113095521927, 0.13046357035636902, -0.02143358811736107, 0.0037787542678415775, -0.05081559345126152, 0.012884408235549927, 0.0699184238910675, -0.03390100970864296, 0.06409754604101181, 0.04866993427276611, -0.019764002412557602, -0.03654634207487106, 0.10895828157663345, -0.009396221488714218, -0.0038270100485533476, -0.13916389644145966, -0.21794863045215607, -0.1786336600780487, -0.0787554532289505, 0.023330865427851677, -0.00360223650932312, 0.03636454418301582, 0.20879435539245605, -0.18749085068702698, 0.05835730955004692, -0.041217438876628876, -0.06928636878728867, 0.06784917414188385, 0.06999750435352325, 0.013842743821442127, 0.11233922094106674, 0.017140628769993782, -0.0005990378558635712, 0.12218787521123886, -0.00814139749854803, -0.06832609325647354, -0.02061704359948635, -0.08484284579753876, 0.06537211686372757, -0.06719832122325897, -0.12595364451408386, 0.2765020728111267, 0.04078208655118942, -0.09042637050151825, 0.04521089792251587, -0.006762509234249592, -0.1691667139530182, 0.054559580981731415, 0.0009050674852915108, 0.022161299362778664, -0.07512525469064713, 0.04937083646655083, 0.04047701135277748, -0.10465733706951141, -0.193893700838089, -0.05018423870205879, -0.07592030614614487, -0.0024410218466073275, 0.11486651748418808, -0.1809755116701126, 0.03438110649585724, -0.06694336980581284, -0.011463078670203686, -0.019533859565854073, -0.10785629600286484, -0.057031840085983276, -0.03321102261543274, -0.013544544577598572, -0.06956194341182709, 0.10304783284664154, 0.12032916396856308, 0.09533717483282089, 0.045001596212387085, -0.05808119848370552, 0.028843576088547707, 0.0576343759894371, -0.034428589046001434, -0.0334559790790081, 0.07327492535114288, 0.010280882008373737, -0.03405613452196121, -0.0648774802684784, -0.06200782209634781, -0.05210994929075241, -0.051573000848293304, 0.02871561609208584, 0.08645685762166977, -0.04240743815898895, -0.0705898106098175, -0.062005091458559036, -0.06847213208675385, 0.09111902862787247, -0.09510420262813568, -0.037179552018642426, 0.09744527190923691, -0.04283512011170387, 0.0025734801311045885, -0.09325806051492691, -0.04478945583105087, 0.037368420511484146, -0.029705459251999855, -0.0776965469121933, -0.008892448619008064, -0.07310505211353302, -0.0752154216170311, 0.10308271646499634, -0.17114391922950745, 0.02480536885559559, -0.06777940690517426, -0.3378458321094513, -0.0585952028632164, -0.06691969931125641, -0.021511495113372803, 0.13661891222000122, 0.0057495636865496635, 0.07122616469860077, -0.04521425440907478, -0.036118797957897186, 0.10067585855722427, -0.06981311738491058, 0.09685559570789337, 0.07222166657447815, 0.05783315747976303, -0.07444922626018524, 0.04682519659399986, -0.09528428316116333, -0.011488905176520348, -0.002482351614162326, -0.073984794318676, -0.13044993579387665, 0.10544417798519135, -0.04803045466542244, -0.045795779675245285, -0.08344028145074844, 0.0012118213344365358, 0.01408484298735857, 0.13787716627120972, -0.2625482976436615, -0.011209639720618725, 0.11528990417718887, -0.09581373631954193, -0.16439759731292725, -0.0009049672516994178, -0.0020625225733965635, -0.01667553186416626, 0.018586087971925735, 0.2877441346645355, 0.1403588056564331, -0.06137900426983833, 0.04071967676281929, 0.08413465321063995, -0.2087315022945404, -0.3009646534919739, 0.14687533676624298, -0.009797188453376293, -0.14366216957569122, 0.01469302736222744, 0.042523615062236786, -0.034069981426000595, -0.054391343146562576, -0.07825419306755066, -0.031103622168302536, -0.07279108464717865, 0.07352045178413391, 0.012235118076205254, 0.02289947122335434, -0.1171879991889, 0.08074978739023209, -0.15946760773658752, 0.06649801880121231, 0.030066143721342087, -0.058338891714811325, -0.07604756951332092, 0.20867033302783966, -0.10590078681707382, -0.04393957927823067, -0.1316060870885849, -0.011855732649564743, 0.037729255855083466, 0.04167749360203743, -0.04378095269203186, 0.03679249435663223, 0.08643682301044464, -0.06943757832050323, 0.06284238398075104, -0.0025510869454592466, 0.013645214028656483, -0.0024077757261693478, -0.001522486680187285, -0.00016305726603604853, 0.009517173282802105, -0.10394247621297836, 0.007096214685589075, -0.12858113646507263, -0.07134293019771576, 0.11131292581558228, 0.026446852833032608, -0.010484092868864536, -0.016421806067228317, 0.0988888144493103, -0.031521983444690704, 0.04632443189620972, -0.04317254200577736, 0.0066967555321753025, -0.05216052010655403, 0.08936051279306412, 0.021350061520934105, 0.021511267870664597, 0.20590825378894806, 0.08986790478229523, -0.09234150499105453, -0.06961831450462341, -0.03260909393429756, -0.021394815295934677, 0.011816796846687794, -0.052346982061862946, -0.04470064491033554, -0.10265356302261353, -0.07400228828191757, 0.0719388946890831, -0.11113373935222626, -0.0176790002733469, 0.05332042649388313, 0.002670090179890394, -0.03878812864422798, 0.10852114111185074, 0.04176725819706917, -0.10712103545665741, 0.10306884348392487, 0.28915613889694214, 0.04831090569496155, 0.05920922011137009, -0.11521130800247192, -0.18716493248939514, 0.02073562517762184, 0.04647345095872879, -0.07550664246082306, 0.1443290263414383, -0.05492474511265755, 0.08513256907463074, 0.12269379198551178, 0.011353599838912487, 0.023871323093771935, -0.09171836078166962, -0.07048448175191879, -0.0006642866646870971, -0.05385261029005051, -0.22312292456626892, 0.019014906138181686, 0.045016247779130936, 0.10361678898334503, -0.014722781255841255, -0.01807764545083046, 0.1145947203040123, -0.012526905164122581, -0.12515787780284882, 0.16671130061149597, -0.11595628410577774, -0.2551571726799011, -0.05157356709241867, 0.023003552109003067, 0.1265694946050644, -0.020111138001084328, -0.03871633857488632, -0.1629316508769989, -0.003843309823423624, -0.030887316912412643, -0.15003329515457153, -0.061034101992845535, 0.012887242250144482, 0.04355227202177048, 0.0611509308218956, 0.016739429906010628, -0.06156643107533455, 0.03695611655712128, -0.06911526620388031, 0.11207147687673569, 0.1405208259820938, -0.042493365705013275, 0.04251909255981445, 0.08544381707906723, -0.02344595454633236, 0.11262407153844833, -0.02346746437251568, 0.13295896351337433, -0.022596213966608047, -0.06631357222795486, 0.16829171776771545, 0.010820475406944752, -0.026700997725129128, -0.052439671009778976, -0.02111966907978058, -0.061820339411497116, 0.011346092447638512, -0.05058253929018974, -0.1339833289384842, -0.31121334433555603, -0.06538445502519608, -0.00928189605474472, 0.06401173025369644, 0.00797771941870451, 0.04240252822637558, 0.0014808557461947203, 0.1078125610947609, 0.11381528526544571, -0.04630236700177193, -0.18020400404930115, -0.1327359974384308, 0.032160837203264236, -0.08120463043451309, -0.02155737578868866, -0.13155274093151093, 0.00002416558527329471, 0.12209482491016388, 0.13955986499786377, 0.19927144050598145, 0.0395379438996315, -0.008205671794712543, 0.026550307869911194, 0.14832791686058044, 0.00010130926966667175, 0.18543210625648499, 0.09000076353549957, -0.024725480005145073, 0.012134315446019173, -0.03872861713171005, -0.03245235234498978, -0.028487294912338257, 0.130270853638649, -0.10275799036026001, -0.02181009203195572, -0.2004176378250122, -0.020114313811063766, -0.1291697472333908, 0.1186884194612503, -0.2827633023262024, 0.08933552354574203, -0.07727710157632828, 0.1551603078842163, -0.1374456286430359, 0.043459586799144745, 0.03860851377248764, -0.09916821122169495, 0.02072286233305931, -0.012319749221205711, 0.03658835217356682, -0.006058424711227417, 0.017986027523875237, -0.0289301835000515, -0.09298518300056458, -0.005773174110800028, 0.1319972574710846, -0.3212462067604065, 0.192467600107193, 0.04468249902129173, 0.011454042978584766, -0.05277072265744209, -0.04444890096783638, -0.023917291313409805, -0.0668448656797409, 0.19393910467624664, -0.010891789570450783, -0.06383711099624634, -0.197328120470047, -0.05699049308896065, -0.030028581619262695, 0.09712917357683182, 0.13409140706062317, -0.10157518088817596, 0.06816981732845306, 0.010491088032722473, -0.06147895008325577, -0.09605030715465546, -0.09550324827432632, 0.11366797983646393, 0.0709826722741127, 0.008762592449784279, -0.1588570773601532, 0.0009465746697969735, -0.03946235775947571, -0.11226560920476913, -0.051597703248262405, -0.009637119248509407, -0.01114489696919918, -0.1056779995560646, -0.037468597292900085, 0.1540093868970871, -0.01169652957469225, 0.023671913892030716, 0.019643232226371765, -0.05576077848672867, 0.005734162405133247, -0.16602429747581482, 0.06585389375686646, -0.0933586061000824, -0.02780800126492977, -0.07161156088113785, 0.12158986181020737, -0.03255661576986313, 0.05743466690182686, 0.02105998992919922, -0.004742849618196487, -0.0796898603439331, -0.02717597782611847, 0.20266695320606232, -0.10450569540262222, 0.057598501443862915, 0.21042370796203613, 0.09127572923898697, 0.051393210887908936, 0.07208055257797241, 0.02966098114848137, 0.1523750126361847, 0.11511489003896713, 0.010616912506520748, 0.16980639100074768, 0.10895185172557831, -0.04110810533165932, -0.24895520508289337, 0.08967366069555283, -0.04499738663434982, 0.03914249315857887, 0.07858038693666458, -0.13213305175304413, 0.08225276321172714, 0.13859477639198303, -0.0402582511305809, 0.36616250872612, -0.1342979073524475, -0.020325619727373123, 0.2505420446395874, 0.020953083410859108, 0.2622727155685425, 0.002859222935512662, -0.10285244137048721, -0.00324666197411716, -0.08831006288528442, 0.10874978452920914, -0.13291630148887634, 0.04484891891479492, -0.07252909988164902, -0.0014946975279599428, 0.007856334559619427, -0.0783303827047348, 0.12450263649225235, 0.058625478297472, 0.07750586420297623, -0.05650024861097336, -0.00008983015868579969, 0.14681591093540192, -0.023093635216355324, 0.1009286642074585, 0.026998871937394142, 0.056588947772979736, -0.30624955892562866, 0.02520333230495453, -0.04075467586517334, 0.07631653547286987, 0.03151233494281769, -0.005275066010653973, -0.10637474060058594, -0.0414348766207695, -0.15791790187358856, -0.04872547835111618, -0.009029848501086235, 0.05102672055363655, 0.05302748084068298, 0.11739440262317657, 0.09650959074497223, -0.09028211981058121, -0.06295107305049896, -0.009476058185100555, -0.02575361169874668, 0.06387192010879517, -0.1496109813451767, -0.01184080820530653, 0.1703111231327057, 0.0532722994685173, -0.009579582139849663, 0.034834712743759155, -0.09355073422193527, -0.01875024475157261, 0.13017378747463226, -0.14874079823493958, 0.20180919766426086, -0.003989838995039463, -0.20423468947410583, -0.06483706086874008, 0.05050182342529297, 0.022060558199882507, 0.029379596933722496, 0.015562005341053009, -0.05413774400949478, 0.06555484980344772, -0.07615211606025696, 0.2552783191204071, 0.21515214443206787, 0.058289818465709686, -0.16363129019737244, 0.11688363552093506, -0.03381453827023506, -0.07731471210718155, 0.025893479585647583, -0.05563173443078995, -0.07579537481069565, -0.10970745980739594, -0.029661426320672035, 0.18943649530410767, -0.024803753942251205, -0.14477363228797913, -0.07292425632476807, -0.02914246916770935, 0.08083181083202362, 0.11831669509410858, 0.08544836938381195, 0.13732290267944336, 0.065165676176548, -0.11557130515575409, -0.007406475953757763, 0.01857169345021248, -0.07080288231372833, 0.042546793818473816, -0.07563142478466034, -0.006717937532812357, -0.026501750573515892, 0.23970261216163635, -0.07797802984714508, -0.040899038314819336, -0.06268443167209625, 0.10993905365467072, -0.03823143243789673, 0.005217419005930424, -0.02902473881840706, -0.05071746185421944, 0.03614671900868416, 0.006961905863136053, -0.030871784314513206, 0.02153882011771202, -0.11440010368824005, 0.12128329277038574, 0.06769982725381851, 0.04622547701001167, -0.06592874228954315, 0.010213044472038746, 0.050500333309173584, 0.05208241194486618, 0.10660365968942642, 0.11487265676259995, -0.030540600419044495, 0.0830763429403305, 0.006735921837389469, -0.018661489710211754, 0.04207654297351837, 0.07954831421375275, 0.030010292306542397, -0.031654831022024155, 0.07222839444875717, 0.08875527232885361, -0.09638769924640656, 0.09847046434879303, -0.04509136080741882, -0.10098646581172943, -0.005359285976737738, -0.13654731214046478, -0.049520283937454224, -0.0788102000951767, -0.011077070608735085, 0.09927009046077728, 0.04371816664934158, 0.03942481055855751, 0.049773626029491425, 0.05237897112965584, -0.0943099856376648, -0.06257890164852142, -0.017969325184822083, -0.10263507068157196, -0.13730153441429138, 0.11451802402734756, 0.097541943192482, -0.051364999264478683, 0.37608927488327026, -0.008881633169949055, -0.1090451255440712, -0.054102055728435516, 0.1093490868806839, 0.062388382852077484, 0.0037693101912736893, 0.2833455502986908, -0.011813150718808174, -0.07568510621786118, -0.040068741887807846, 0.042549051344394684, -0.02656807377934456, -0.019200077280402184, 0.07461228966712952, 0.09582369029521942, -0.04672116041183472, 0.061827488243579865, 0.04591473191976547, -0.0396789126098156, 0.07846485823392868, -0.016018155962228775, -0.03378459811210632, 0.03373681753873825, 0.06981419771909714, 0.0048529235646128654, 0.08186589181423187, -0.02982904016971588, 0.034646693617105484, -0.07754793018102646, -0.07973221689462662, -0.08014083653688431, -0.06492327153682709, -0.04582245275378227, -0.13005076348781586, 0.06570329517126083, -0.047538816928863525, 0.011146481148898602, 0.26366814970970154, 0.05424948409199715, -0.06584765017032623, 0.14456626772880554, 0.01853674091398716, 0.048254407942295074, 0.12450913339853287, -0.03400295972824097, -0.01922590099275112, 0.0538923442363739, -0.05990990996360779, 0.09503459185361862, -0.03299896419048309, 0.010616904124617577, -0.06182360649108887, 0.048710912466049194, -0.0088468287140131, -0.09026447683572769, -0.036225318908691406, -0.02379463240504265, 0.018032671883702278, -0.04300573468208313, 0.03840692341327667, 0.016059789806604385, 0.062236487865448, 0.016870684921741486, 0.060509271919727325, -0.011338512413203716, 0.09416639804840088, -0.05038800090551376, 0.08167611062526703, 0.025440063327550888, 0.04857879504561424, -0.003440017579123378, -0.06233658641576767, 0.031013866886496544, 0.17331469058990479, 0.16805478930473328, 0.05487314611673355, -0.030577074736356735, 0.04002547264099121, 0.03777270019054413, 0.05956975743174553, 0.1692584753036499, 0.01955743506550789, 0.05738253518939018, -0.05974236875772476, -0.1644657552242279, -0.052582550793886185, -0.06708059459924698, -0.053060054779052734, 0.05379157140851021, 0.10151169449090958, -0.04275708645582199, -0.04420008510351181, 0.16586044430732727, 0.026987049728631973, 0.09787774831056595, 0.08485234528779984, -0.01398816891014576, -0.11975835263729095, -0.05087924748659134, 0.050294212996959686, 0.022968456149101257, -0.05214128643274307, -0.11246015131473541, -0.05576489493250847, -0.012594583444297314, -0.06010275334119797, -0.21477010846138, -0.19508185982704163, 0.014171158894896507, -0.11942030489444733, 0.12552836537361145, 0.02179696224629879, 0.27167004346847534, 0.007312366273254156, 0.02434139885008335, -0.11534897238016129, 0.1239435076713562, -0.0021228459663689137, 0.011214490048587322, 0.012381501495838165, 0.03476174920797348, 0.03817358613014221, -0.07750843465328217, -0.008480793796479702, -0.010435527190566063, -0.006910692900419235, 0.0681343674659729, 0.04170571640133858, -0.10014130175113678, 0.007014408707618713, -0.08714471757411957, 0.1251523196697235, -0.005347739905118942, -0.05829818919301033, 0.005633082706481218, -0.08602700382471085, 0.03235628455877304, 0.03768068179488182, -0.1422623097896576, -0.05329301953315735, -0.06644181907176971, -0.030377274379134178, 0.066681869328022, -0.019432123750448227, -0.10775943845510483, 0.059818703681230545, -0.06989936530590057, -0.047040969133377075, 0.05876727029681206, 0.05474160984158516, 0.054271895438432693, 0.09449417889118195, 0.001909083453938365, 0.16034936904907227, 0.03446931764483452, 0.08008850365877151, -0.160387322306633, -0.10009461641311646 ]
a43f98cad170ead879adbf26c415b1527522d9c0
# Dataset Card for "patched_test_p_20_f_ATCaseOTCase_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_20_f_ATCaseOTCase_v4
[ "region:us" ]
2023-02-21T20:44:33+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 50950318, "num_examples": 139207}], "download_size": 4851567, "dataset_size": 50950318}}
2023-02-21T20:44:40+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_20_f_ATCaseOTCase_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_20_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_20_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ 6, 30 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_20_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ -0.20626847445964813, 0.0588127076625824, -0.00244384678080678, 0.030972188338637352, 0.03612450882792473, 0.09040248394012451, 0.1457701027393341, 0.1336711198091507, 0.06650174409151077, 0.04997759684920311, 0.17191335558891296, 0.006728340871632099, 0.0749724879860878, 0.2331731617450714, -0.0013914298033341765, 0.1036052256822586, -0.025618109852075577, 0.06326425075531006, -0.010880445130169392, 0.16739797592163086, 0.02993624471127987, -0.0853574126958847, 0.1115056499838829, -0.06712321937084198, -0.1732829064130783, 0.10168170928955078, 0.03740953281521797, -0.10920039564371109, 0.0902327299118042, -0.1323501169681549, 0.132371723651886, -0.018953796476125717, -0.006785642355680466, -0.049425508826971054, 0.012406794354319572, 0.0766071081161499, -0.04385300725698471, 0.06328555196523666, 0.0535193495452404, -0.037604235112667084, 0.019329950213432312, 0.08812598884105682, -0.018628666177392006, -0.011186138726770878, -0.12855786085128784, -0.24701860547065735, -0.1773870587348938, -0.05208151414990425, 0.011245490983128548, 0.0050308979116380215, 0.03233932703733444, 0.20165424048900604, -0.1677580624818802, 0.0640876442193985, -0.02569102868437767, -0.06630851328372955, 0.05240562558174133, 0.047438036650419235, -0.026235956698656082, 0.12920792400836945, 0.03462418168783188, 0.008046162314713001, 0.11097405105829239, -0.008029036223888397, -0.09462162107229233, -0.02358265407383442, -0.09614317119121552, 0.06973449885845184, -0.06585655361413956, -0.1381988227367401, 0.3022686839103699, 0.031887248158454895, -0.07927090674638748, 0.04900890588760376, -0.01613168604671955, -0.15746009349822998, 0.05542529746890068, -0.008475475944578648, 0.03134395182132721, -0.07142090797424316, 0.030905667692422867, 0.05340220779180527, -0.11143162101507187, -0.1909509003162384, -0.06054457277059555, -0.07627266645431519, -0.005244738422334194, 0.11152209341526031, -0.19480712711811066, 0.032290324568748474, -0.08077453821897507, -0.00835693720728159, -0.011725644581019878, -0.09287385642528534, -0.04086969792842865, -0.03458750247955322, -0.025651220232248306, -0.11540406942367554, 0.10685024410486221, 0.10991404205560684, 0.05667979642748833, 0.048099175095558167, -0.07620283216238022, 0.03654266148805618, 0.06315858662128448, -0.06484664231538773, -0.03409953787922859, 0.07976130396127701, 0.01228686049580574, -0.06226615980267525, -0.05834902077913284, -0.07592263072729111, -0.04347962513566017, -0.045351527631282806, 0.03135404363274574, 0.07657228410243988, -0.04007527977228165, -0.09563735872507095, -0.059830039739608765, -0.05989476293325424, 0.02779197134077549, -0.10032705962657928, -0.03142585605382919, 0.08828438818454742, -0.014114513993263245, 0.0029549088794738054, -0.0788019672036171, -0.057377077639102936, 0.046370942145586014, -0.035427745431661606, -0.08571348339319229, -0.013603081926703453, -0.0665375143289566, -0.0577816478908062, 0.111960269510746, -0.10507486015558243, 0.02163797616958618, -0.05750322341918945, -0.3126686215400696, -0.06165279820561409, -0.06003760173916817, -0.02682044543325901, 0.13135017454624176, 0.017048902809619904, 0.07517645508050919, -0.027257367968559265, -0.037830814719200134, 0.11148421466350555, -0.06389673054218292, 0.09780604392290115, 0.0749358981847763, 0.04783617705106735, -0.05254639312624931, 0.04378405958414078, -0.07291807979345322, -0.0048396228812634945, -0.016927430406212807, -0.07207965105772018, -0.13822636008262634, 0.0771726742386818, -0.04479067772626877, -0.034032415598630905, -0.06949709355831146, 0.01415290404111147, 0.011292297393083572, 0.13278654217720032, -0.26430994272232056, -0.041188620030879974, 0.1565510779619217, -0.1118735820055008, -0.15102407336235046, -0.011495155282318592, -0.004314581397920847, -0.014317682012915611, 0.006723536644130945, 0.2882571816444397, 0.10678032785654068, -0.03743878751993179, 0.04323694854974747, 0.08219732344150543, -0.19471681118011475, -0.30524197220802307, 0.14152392745018005, -0.004148340784013271, -0.14747388660907745, 0.01065005175769329, 0.020852047950029373, -0.02431115135550499, -0.05987793952226639, -0.07647819817066193, -0.040386129170656204, -0.051171861588954926, 0.03335219621658325, 0.01256389170885086, 0.02770203910768032, -0.12926386296749115, 0.08182929456233978, -0.15110503137111664, 0.07007195800542831, 0.03241625800728798, -0.06629806011915207, -0.07570599764585495, 0.18642541766166687, -0.08388067781925201, -0.03412429988384247, -0.12972919642925262, -0.02463269792497158, 0.024087561294436455, 0.04409397020936012, -0.03811630234122276, 0.04411248117685318, 0.08124303072690964, -0.06733127683401108, 0.06856067478656769, 0.00786670669913292, 0.002023375825956464, -0.00013626720465254039, 0.00007628276944160461, -0.030978303402662277, 0.025792857632040977, -0.09710033237934113, 0.02337614633142948, -0.1360679417848587, -0.0804901197552681, 0.15447118878364563, 0.0509653203189373, -0.012127773836255074, -0.01922386884689331, 0.09903497993946075, -0.033598072826862335, 0.044566407799720764, -0.0450846329331398, -0.010715442709624767, -0.045380495488643646, 0.0941116064786911, 0.016572922468185425, 0.03983642905950546, 0.2302565574645996, 0.09231647104024887, -0.08833984285593033, -0.08680737018585205, -0.0355694405734539, -0.021532312035560608, 0.006383484695106745, -0.06741288304328918, -0.02405368909239769, -0.1018034964799881, -0.0639653280377388, 0.0704914778470993, -0.09613907337188721, -0.009187549352645874, 0.053841155022382736, -0.002037761500105262, -0.045779451727867126, 0.12170086801052094, 0.038240429013967514, -0.14947065711021423, 0.11598978191614151, 0.27719470858573914, 0.03669352829456329, 0.06817236542701721, -0.12320782244205475, -0.19293992221355438, 0.009072493761777878, 0.06514876335859299, -0.0738464742898941, 0.13708393275737762, -0.05480530858039856, 0.0696403980255127, 0.12587182223796844, -0.0026595578528940678, 0.01960812695324421, -0.09008771926164627, -0.07505075633525848, 0.0038175538647919893, -0.05103672295808792, -0.2130996435880661, 0.026159346103668213, 0.03901252895593643, 0.10382399708032608, -0.018973132595419884, -0.014031687751412392, 0.1234561949968338, -0.015098890289664268, -0.12377852201461792, 0.16716690361499786, -0.12217934429645538, -0.2577097415924072, -0.05309300497174263, 0.021617557853460312, 0.11034079641103745, -0.03115767613053322, -0.0319550484418869, -0.17042748630046844, -0.00676962872967124, -0.018901478499174118, -0.15590274333953857, -0.07920368015766144, 0.017294693738222122, 0.03586236387491226, 0.06160041689872742, 0.023293640464544296, -0.05181962251663208, 0.03332255408167839, -0.05808780714869499, 0.12053821235895157, 0.15119297802448273, -0.03181586042046547, 0.04215007275342941, 0.07101169228553772, -0.01598445512354374, 0.12310872972011566, -0.006468113511800766, 0.12283340841531754, -0.021862201392650604, -0.09112750738859177, 0.16605210304260254, 0.027923811227083206, -0.03253423050045967, -0.08075233548879623, -0.015476037748157978, -0.06184136122465134, 0.004528893623501062, -0.050113193690776825, -0.1346152126789093, -0.3079577684402466, -0.06755188852548599, -0.009904049336910248, 0.0424259789288044, 0.024609634652733803, 0.051956385374069214, -0.019862359389662743, 0.09930439293384552, 0.11733537912368774, -0.03176995739340782, -0.18890529870986938, -0.12574271857738495, 0.05448150634765625, -0.0935187116265297, -0.022009005770087242, -0.12267835438251495, 0.0025388733483850956, 0.13708369433879852, 0.12026365846395493, 0.20622782409191132, 0.054273732006549835, 0.004543323069810867, 0.02985258772969246, 0.14993618428707123, 0.0117421243339777, 0.1665717363357544, 0.10262308269739151, -0.026523414999246597, 0.01083530392497778, -0.041512805968523026, -0.04554561898112297, -0.0024277057964354753, 0.11056730896234512, -0.11314558982849121, -0.014851835556328297, -0.19093146920204163, -0.02692391909658909, -0.10082129389047623, 0.07666756212711334, -0.2729300856590271, 0.09266100078821182, -0.07715823501348495, 0.1361558735370636, -0.149171382188797, 0.03984007239341736, 0.05990656465291977, -0.09944558143615723, 0.017017537727952003, -0.011386478319764137, 0.02555599808692932, -0.015229890123009682, 0.011698882095515728, -0.05554773658514023, -0.08208625018596649, -0.0019605974666774273, 0.1347692906856537, -0.3022227883338928, 0.20799577236175537, 0.04991573467850685, -0.014825316146016121, -0.051579784601926804, -0.03733830899000168, -0.017194468528032303, -0.06397582590579987, 0.20088180899620056, -0.006514863111078739, -0.12164133787155151, -0.16055993735790253, -0.0500502809882164, -0.026721328496932983, 0.09549686312675476, 0.11821363866329193, -0.11712942272424698, 0.07255639135837555, 0.012080900371074677, -0.0598021075129509, -0.07886632531881332, -0.07623322308063507, 0.10354022681713104, 0.07955995947122574, 0.028308987617492676, -0.1619991958141327, -0.01841612718999386, -0.04763555899262428, -0.06028810888528824, 0.0006093468400649726, -0.016982736065983772, -0.009499174542725086, -0.12080223858356476, 0.005917809437960386, 0.1404963582754135, -0.0190163291990757, 0.015496166422963142, 0.02787918783724308, -0.01621033065021038, -0.006540176458656788, -0.1676435023546219, 0.07612051069736481, -0.09708055108785629, -0.024018459022045135, -0.07715088874101639, 0.11098004877567291, -0.023859333246946335, 0.0530073456466198, 0.0016966639086604118, 0.009956992231309414, -0.09260989725589752, -0.036217641085386276, 0.21914157271385193, -0.08378194272518158, 0.054489634931087494, 0.18060414493083954, 0.11132407188415527, 0.09503437578678131, 0.08818782866001129, 0.013802096247673035, 0.15877482295036316, 0.11196675151586533, 0.007728741969913244, 0.17113712430000305, 0.0929824709892273, -0.02988606132566929, -0.2376079559326172, 0.0883907750248909, -0.039598166942596436, 0.037324436008930206, 0.07513140141963959, -0.1612110584974289, 0.09649984538555145, 0.1502765268087387, -0.04109231382608414, 0.3567987084388733, -0.11535368859767914, -0.007605398539453745, 0.2698037028312683, 0.030060801655054092, 0.28677210211753845, 0.006440511904656887, -0.11118142306804657, 0.002447462175041437, -0.04341449216008186, 0.11423514038324356, -0.18455201387405396, 0.038799069821834564, -0.07200466841459274, 0.028407782316207886, 0.004447419196367264, -0.07574215531349182, 0.12056104093790054, 0.05003994703292847, 0.07710303366184235, -0.04609433934092522, 0.022927861660718918, 0.12139055877923965, -0.023531025275588036, 0.08533335477113724, 0.01308145560324192, 0.06006212159991264, -0.2941180467605591, 0.024120140820741653, -0.030514806509017944, 0.09161414206027985, 0.03132838010787964, -0.0022089590784162283, -0.10024604946374893, -0.04451291263103485, -0.1702703982591629, -0.05526250600814819, -0.005069506820291281, 0.05263350158929825, 0.05817004293203354, 0.15103526413440704, 0.06998172402381897, -0.11191592365503311, -0.07004265487194061, -0.0168447382748127, -0.02629671059548855, 0.06400739401578903, -0.14895527064800262, -0.02448943629860878, 0.1519084870815277, 0.06983614712953568, -0.012383664958178997, 0.026369214057922363, -0.10830261558294296, -0.033661115914583206, 0.13210584223270416, -0.1804451048374176, 0.19954927265644073, -0.01988977938890457, -0.14278176426887512, -0.052504707127809525, 0.022317182272672653, 0.03959710896015167, 0.023035138845443726, 0.016193214803934097, -0.045406293123960495, 0.061692796647548676, -0.07258407771587372, 0.23751957714557648, 0.20268337428569794, 0.05506674200296402, -0.17083284258842468, 0.08891637623310089, -0.03078618273139, -0.06792191416025162, 0.03970798850059509, -0.0329965278506279, -0.06999637931585312, -0.10263000428676605, -0.03220904618501663, 0.21576130390167236, -0.06762877851724625, -0.146360844373703, -0.064200259745121, -0.03225475549697876, 0.0726562887430191, 0.10252226889133453, 0.0789479985833168, 0.14016225934028625, 0.055297840386629105, -0.12440787255764008, 0.006666435394436121, 0.008945857174694538, -0.08288570493459702, 0.048841457813978195, -0.07049130648374557, 0.007671887520700693, -0.01515187043696642, 0.22610890865325928, -0.07513017952442169, -0.041218213737010956, -0.06398089230060577, 0.1100303903222084, -0.011813424527645111, -0.002463585464283824, -0.018323179334402084, -0.053520042449235916, 0.04635341838002205, 0.011663202196359634, -0.03751774877309799, 0.027554649859666824, -0.12373492866754532, 0.12343940883874893, 0.06259660422801971, 0.05939321592450142, -0.07405944913625717, 0.029399195685982704, 0.053977079689502716, 0.04770777374505997, 0.09692715108394623, 0.13390496373176575, -0.01845940388739109, 0.0891123116016388, 0.010544434189796448, -0.02391568198800087, 0.03300661966204643, 0.0719725638628006, 0.05184745043516159, -0.04369433969259262, 0.07221446186304092, 0.09120781719684601, -0.11400146782398224, 0.10246612876653671, -0.06585478037595749, -0.09584613144397736, -0.01643357053399086, -0.1333589404821396, -0.07270001620054245, -0.08736409991979599, -0.010140625759959221, 0.12803375720977783, 0.052805930376052856, 0.022363075986504555, 0.03949583321809769, 0.04692542552947998, -0.09452386200428009, -0.057832032442092896, -0.015221032314002514, -0.09556784480810165, -0.12044167518615723, 0.112261101603508, 0.09460603445768356, -0.06436999887228012, 0.38628607988357544, -0.007833732292056084, -0.13453559577465057, -0.047210268676280975, 0.05463079363107681, 0.06390111893415451, -0.009627829305827618, 0.271025151014328, 0.006263025104999542, -0.05902082473039627, -0.04017951339483261, 0.03952037915587425, -0.0239533893764019, -0.04099837690591812, 0.09073920547962189, 0.07849802821874619, -0.05167464166879654, 0.04937182366847992, 0.05385693162679672, -0.05156330019235611, 0.06796497106552124, 0.007941963151097298, -0.028056729584932327, 0.038896434009075165, 0.07323865592479706, -0.004586166702210903, 0.10699156671762466, -0.041971784085035324, 0.027428368106484413, -0.07904771715402603, -0.06838436424732208, -0.08443039655685425, -0.03972593694925308, -0.0531940758228302, -0.16220565140247345, 0.06500466167926788, -0.04850340634584427, 0.024319743737578392, 0.22159764170646667, 0.055910538882017136, -0.06194512918591499, 0.1284201741218567, 0.056342411786317825, 0.044342972338199615, 0.11890194565057755, -0.028518060222268105, -0.029234424233436584, 0.028027722612023354, -0.06870418787002563, 0.09516113251447678, -0.027130967006087303, 0.0017467953730374575, -0.05900315195322037, 0.06821831315755844, -0.01363630872219801, -0.088306725025177, -0.03270067274570465, -0.02181408368051052, 0.0111054303124547, -0.04859098792076111, 0.006274488754570484, 0.008754990994930267, 0.05079655721783638, 0.011498503386974335, 0.03753525763750076, -0.01220953743904829, 0.12311315536499023, -0.04304690659046173, 0.11527141183614731, 0.006798389367759228, 0.04815954342484474, -0.010857624933123589, -0.05104346200823784, 0.019038595259189606, 0.12784123420715332, 0.14253740012645721, 0.06427855044603348, -0.023396283388137817, 0.034393731504678726, 0.03426741063594818, 0.04135877639055252, 0.14950872957706451, 0.023517407476902008, 0.09215816855430603, -0.056181084364652634, -0.15170161426067352, -0.06601709127426147, -0.06749866157770157, -0.04819503799080849, 0.07913652807474136, 0.11518862098455429, -0.036685291677713394, -0.04314975067973137, 0.1628851741552353, 0.03700431436300278, 0.07742854952812195, 0.11349110305309296, -0.015624359250068665, -0.12118585407733917, -0.03777951002120972, 0.04521176218986511, 0.009752965532243252, -0.05582306906580925, -0.11645792424678802, -0.059039462357759476, -0.02858436107635498, -0.05443481728434563, -0.22384324669837952, -0.21167755126953125, 0.0292490366846323, -0.11358561366796494, 0.12005101144313812, 0.01684115268290043, 0.25501781702041626, 0.007991557940840721, 0.028907079249620438, -0.10998828709125519, 0.118694007396698, -0.006420870311558247, 0.0011719651520252228, -0.0038933088071644306, 0.0498637892305851, 0.030956458300352097, -0.06554850190877914, 0.00158690323587507, -0.010744715109467506, -0.025458618998527527, 0.03886491060256958, 0.05143304914236069, -0.11571697890758514, -0.003538142889738083, -0.0931674987077713, 0.12349887192249298, 0.0036818638909608126, -0.056161027401685715, 0.004604041576385498, -0.08791150897741318, 0.05876313894987106, 0.04148636758327484, -0.11428017914295197, -0.031949952244758606, -0.06187347322702408, -0.021259421482682228, 0.1148126944899559, -0.019007444381713867, -0.11019685119390488, 0.04436514899134636, -0.06422881782054901, -0.035419829189777374, 0.07318861782550812, 0.04719259589910507, 0.06720557063817978, 0.08732689172029495, -0.0009962513577193022, 0.17533814907073975, 0.040016088634729385, 0.06894094496965408, -0.1466289460659027, -0.08527091145515442 ]
72f47cf00e5c7f885a4e1ed1cbd6c020eaaa5c38
# Dataset Card for "patched_test_p_40_f_ATCaseOTCase_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_40_f_ATCaseOTCase_v4
[ "region:us" ]
2023-02-21T20:46:47+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 47714312, "num_examples": 130287}], "download_size": 4461993, "dataset_size": 47714312}}
2023-02-21T20:46:53+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_40_f_ATCaseOTCase_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_40_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_40_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ 6, 30 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_40_f_ATCaseOTCase_v4\"\n\nMore Information needed" ]
[ -0.2120148241519928, 0.04679478332400322, -0.0025173150934278965, 0.046357352286577225, 0.03521883487701416, 0.10826084762811661, 0.1256689429283142, 0.13766486942768097, 0.07214934378862381, 0.03697947785258293, 0.15168535709381104, 0.00733586261048913, 0.08435431867837906, 0.189484640955925, 0.0031619579531252384, 0.10180046409368515, -0.03381257504224777, 0.07036973536014557, -0.030374273657798767, 0.16274034976959229, 0.025938425213098526, -0.08046781271696091, 0.12159232050180435, -0.07021073251962662, -0.1394745260477066, 0.08713199943304062, 0.0339895598590374, -0.09651215374469757, 0.09876920282840729, -0.12513063848018646, 0.13442523777484894, -0.025073453783988953, 0.006767193786799908, -0.05207918956875801, 0.013736465945839882, 0.07107248157262802, -0.04405813291668892, 0.07009808719158173, 0.04404526948928833, -0.011813199147582054, -0.01224440522491932, 0.10794337093830109, -0.03273013234138489, -0.008343246765434742, -0.136949822306633, -0.23701342940330505, -0.18970966339111328, -0.07930132746696472, 0.0051836734637618065, 0.001909900805912912, 0.034620460122823715, 0.21758496761322021, -0.16469696164131165, 0.05997105687856674, -0.05749025195837021, -0.09398555755615234, 0.06675780564546585, 0.07011020183563232, -0.016795732080936432, 0.12526114284992218, 0.020175835117697716, 0.012593989260494709, 0.1176137924194336, -0.00003974661376560107, -0.09579110145568848, -0.02571360394358635, -0.04493012651801109, 0.0682489201426506, -0.05598725005984306, -0.12810394167900085, 0.26374250650405884, 0.036188118159770966, -0.0863432064652443, 0.04970313608646393, -0.01735670492053032, -0.1651524007320404, 0.05195631459355354, 0.004184789024293423, 0.02595115825533867, -0.06527281552553177, 0.04426814988255501, 0.052890997380018234, -0.10471415519714355, -0.1969054937362671, -0.054929208010435104, -0.08291532099246979, -0.002734031528234482, 0.11769933998584747, -0.1788087785243988, 0.03835100680589676, -0.08132372796535492, -0.014606046490371227, -0.02398272603750229, -0.09542518854141235, -0.03305047005414963, -0.03442965820431709, -0.02133512869477272, -0.07219050079584122, 0.11288926750421524, 0.10388531535863876, 0.04153580963611603, 0.04782070592045784, -0.06235969811677933, 0.038513973355293274, 0.06568022072315216, -0.059677064418792725, -0.027918409556150436, 0.04708641767501831, 0.01217676606029272, -0.04538963362574577, -0.06575918942689896, -0.06859929114580154, -0.04564493149518967, -0.06815595924854279, 0.024977808818221092, 0.08035816252231598, -0.0432823970913887, -0.08447354286909103, -0.0584743432700634, -0.054350078105926514, 0.07035775482654572, -0.09425345808267593, -0.03393185883760452, 0.09076955914497375, -0.02201388217508793, 0.01768016442656517, -0.08621082454919815, -0.04812290519475937, 0.03918614238500595, -0.05681341886520386, -0.07150673121213913, -0.013021955266594887, -0.06864742934703827, -0.06207204982638359, 0.10064233839511871, -0.1037432923913002, 0.022598767653107643, -0.07629023492336273, -0.3134491741657257, -0.0646042451262474, -0.07109732925891876, -0.03321714326739311, 0.13644741475582123, 0.028399502858519554, 0.09033334255218506, -0.032711297273635864, -0.03250570967793465, 0.08447305858135223, -0.06967391818761826, 0.10339859873056412, 0.08199094235897064, 0.05416058376431465, -0.05608165264129639, 0.038206230849027634, -0.07816432416439056, -0.012128660455346107, -0.03795918449759483, -0.07148386538028717, -0.12309093773365021, 0.0848667323589325, -0.0459534227848053, -0.04599229618906975, -0.06917773187160492, 0.016123879700899124, 0.003414015518501401, 0.14553897082805634, -0.26315590739250183, -0.022807737812399864, 0.12018362432718277, -0.10619673877954483, -0.15750591456890106, 0.005019635893404484, -0.0015080329030752182, -0.025773027911782265, 0.011589115485548973, 0.2787935733795166, 0.1239190325140953, -0.054502516984939575, 0.05173415690660477, 0.08780240267515182, -0.20018848776817322, -0.3013974726200104, 0.1367557942867279, -0.014051261357963085, -0.17932048439979553, 0.0018407665193080902, 0.018057970330119133, -0.026215702295303345, -0.05741852521896362, -0.08340847492218018, -0.03013298287987709, -0.06759343296289444, 0.04849901795387268, 0.005480814725160599, 0.031019266694784164, -0.11823908984661102, 0.08047378063201904, -0.19757667183876038, 0.07273469120264053, 0.03345467522740364, -0.056225426495075226, -0.07695221900939941, 0.19558772444725037, -0.08972088247537613, -0.03760041296482086, -0.13323476910591125, -0.01874525099992752, 0.026597503572702408, 0.039270903915166855, -0.050757914781570435, 0.048515886068344116, 0.09391229599714279, -0.059562187641859055, 0.05723381042480469, 0.0015595825389027596, 0.006690323352813721, -0.005729165859520435, -0.004695551935583353, -0.011034277267754078, 0.013055292889475822, -0.0958356037735939, -0.011771860532462597, -0.128347247838974, -0.0778084397315979, 0.1349644660949707, 0.04016844555735588, -0.009399635717272758, -0.010991288349032402, 0.09475479274988174, -0.02489680051803589, 0.04531856253743172, -0.034984041005373, -0.002224172931164503, -0.04505695030093193, 0.0920419692993164, 0.020167740061879158, 0.04672558233141899, 0.23248378932476044, 0.08501245081424713, -0.10725430399179459, -0.09210764616727829, -0.04360002279281616, -0.01094498299062252, 0.0023427107371389866, -0.06528984010219574, -0.040456388145685196, -0.0936565175652504, -0.0730084553360939, 0.07948871701955795, -0.08836621046066284, -0.0019352149683982134, 0.04669478163123131, 0.0007173411431722343, -0.026351217180490494, 0.10614445060491562, 0.013656440190970898, -0.09812390059232712, 0.1062767505645752, 0.2787167727947235, 0.03273596614599228, 0.05826246738433838, -0.12404265254735947, -0.18376009166240692, 0.00996617041528225, 0.04692135751247406, -0.07623304426670074, 0.14241546392440796, -0.027776211500167847, 0.08245351910591125, 0.12446130812168121, 0.00233309343457222, 0.01142406277358532, -0.0814547911286354, -0.0728120356798172, 0.0015172639396041632, -0.05296686291694641, -0.22473332285881042, 0.016414348036050797, 0.04294068366289139, 0.10531389713287354, -0.012408864684402943, -0.01179808285087347, 0.11217999458312988, -0.019703518599271774, -0.11678703874349594, 0.1673140674829483, -0.11067752540111542, -0.24228838086128235, -0.0637904554605484, 0.024618949741125107, 0.12550532817840576, -0.024955367669463158, -0.04608679190278053, -0.17831578850746155, -0.0013578208163380623, -0.0205073244869709, -0.12524119019508362, -0.054561126977205276, 0.023961346596479416, 0.039015933871269226, 0.05909604951739311, 0.030845696106553078, -0.05031055957078934, 0.03744832053780556, -0.06093885749578476, 0.11419741064310074, 0.15513239800930023, -0.03176997974514961, 0.04907180741429329, 0.06909743696451187, -0.016236333176493645, 0.11036236584186554, -0.007219899445772171, 0.15048803389072418, -0.028596948832273483, -0.06158158928155899, 0.16356819868087769, 0.019558828324079514, -0.025132853537797928, -0.07449284195899963, -0.00465964712202549, -0.06012384966015816, 0.0020208179485052824, -0.056661467999219894, -0.12845364212989807, -0.29053419828414917, -0.06208941340446472, -0.005379120819270611, 0.05659881979227066, 0.01851416751742363, 0.0475088432431221, -0.012107199057936668, 0.106104776263237, 0.12063886225223541, -0.025498151779174805, -0.19049961864948273, -0.13432613015174866, 0.04119618609547615, -0.08362772315740585, -0.02746635675430298, -0.13073411583900452, -0.005164219997823238, 0.13702654838562012, 0.15690164268016815, 0.18615370988845825, 0.04167157784104347, 0.013986507430672646, 0.013635891489684582, 0.17326238751411438, 0.018332989886403084, 0.16991399228572845, 0.08545462787151337, -0.023527424782514572, 0.01579326018691063, -0.043823886662721634, -0.04493991285562515, -0.012787583284080029, 0.12824320793151855, -0.11143083870410919, -0.013012203387916088, -0.2033427655696869, -0.029314136132597923, -0.0967540591955185, 0.09552626311779022, -0.27328068017959595, 0.08215764909982681, -0.0778612345457077, 0.16082508862018585, -0.1428224891424179, 0.05033918097615242, 0.04650826007127762, -0.09652505069971085, 0.012464088387787342, -0.01241336576640606, 0.03155631944537163, -0.035483457148075104, 0.019683605059981346, -0.02963615395128727, -0.09177906811237335, -0.006889884825795889, 0.11936591565608978, -0.3000202178955078, 0.19175970554351807, 0.05163155868649483, -0.0044670794159173965, -0.03874005749821663, -0.03701227903366089, -0.01004878245294094, -0.03684200718998909, 0.19494350254535675, -0.0061919353902339935, -0.09031705558300018, -0.1961846798658371, -0.0483173206448555, -0.028386959806084633, 0.0850328877568245, 0.11926988512277603, -0.1036771759390831, 0.0689907819032669, 0.01226544938981533, -0.06866346299648285, -0.12135714292526245, -0.08456367254257202, 0.11596105992794037, 0.06858527660369873, 0.022347567602992058, -0.14584599435329437, -0.004499394446611404, -0.04194609448313713, -0.08537175506353378, -0.04245765134692192, -0.02222340926527977, -0.0121025824919343, -0.11074620485305786, -0.03436443954706192, 0.13451291620731354, -0.015030140988528728, 0.0060250223614275455, 0.031780682504177094, -0.03236901015043259, 0.006938158068805933, -0.16528268158435822, 0.07489991933107376, -0.09859248250722885, -0.0265568308532238, -0.07344429194927216, 0.11172740161418915, -0.021126022562384605, 0.05892547219991684, 0.011368703097105026, 0.0030949555803090334, -0.0991942510008812, -0.033177949488162994, 0.22018513083457947, -0.11422844976186752, 0.07873009145259857, 0.19880609214305878, 0.0952431783080101, 0.0848030298948288, 0.08470810204744339, 0.02348734438419342, 0.1494186520576477, 0.10765518248081207, 0.008742697536945343, 0.1627122461795807, 0.12146451324224472, -0.032099343836307526, -0.2524278163909912, 0.07974692434072495, -0.05120221525430679, 0.04224133864045143, 0.08843082189559937, -0.16641351580619812, 0.08629561960697174, 0.1409033238887787, -0.0404239296913147, 0.371498167514801, -0.11370459944009781, -0.010199638083577156, 0.25692933797836304, 0.01618628017604351, 0.28776654601097107, -0.0036268599797040224, -0.11326655000448227, 0.00015687868290115148, -0.10107924789190292, 0.0728393942117691, -0.16629627346992493, 0.034450024366378784, -0.07225868850946426, 0.04291078448295593, 0.007189495954662561, -0.07513181865215302, 0.13742183148860931, 0.06137944012880325, 0.07739388197660446, -0.05652741715312004, 0.025629037991166115, 0.10412272065877914, -0.02847369946539402, 0.07667973637580872, 0.008311041630804539, 0.05890520662069321, -0.32360348105430603, 0.02461479976773262, -0.03284987434744835, 0.08478139340877533, 0.03257942199707031, -0.007478551007807255, -0.10553935915231705, -0.03997746855020523, -0.1688888669013977, -0.0596783347427845, 0.003733780700713396, 0.05318716913461685, 0.06220496818423271, 0.15189923346042633, 0.0768878161907196, -0.07644540071487427, -0.09335047751665115, -0.002038569888100028, -0.03004097007215023, 0.07424548268318176, -0.14484746754169464, -0.012697691097855568, 0.1585235893726349, 0.05425918102264404, -0.017736857756972313, 0.030076825991272926, -0.08682966232299805, -0.021258732303977013, 0.13025842607021332, -0.15790285170078278, 0.2016938477754593, -0.007710589561611414, -0.18736527860164642, -0.04945596307516098, 0.030202770605683327, 0.0409509614109993, 0.021178752183914185, 0.023841004818677902, -0.044319696724414825, 0.06677865982055664, -0.0786464735865593, 0.24411337077617645, 0.21793559193611145, 0.0584196075797081, -0.16640666127204895, 0.10143822431564331, -0.044372670352458954, -0.051573000848293304, 0.02508651092648506, -0.04778403043746948, -0.08010808378458023, -0.11489816009998322, -0.03581354767084122, 0.22392210364341736, -0.0794534683227539, -0.14336232841014862, -0.07292739301919937, -0.03196171671152115, 0.06854294240474701, 0.0722823515534401, 0.08640669286251068, 0.13421384990215302, 0.0609905831515789, -0.12042002379894257, 0.0008127022301778197, 0.005631164647638798, -0.08255121111869812, 0.04000232741236687, -0.0716605931520462, 0.0000709928572177887, -0.021026382222771645, 0.2415473759174347, -0.07875677198171616, -0.037761155515909195, -0.0626366063952446, 0.11120027303695679, -0.042729105800390244, 0.010370180010795593, -0.020224779844284058, -0.043692801147699356, 0.03293193131685257, 0.008336236700415611, -0.03376707807183266, 0.031151246279478073, -0.11904575675725937, 0.12564995884895325, 0.06406159698963165, 0.04905380308628082, -0.057034313678741455, 0.027810756117105484, 0.05326845124363899, 0.0521383099257946, 0.10514543205499649, 0.11225203424692154, -0.022847797721624374, 0.09073776006698608, 0.057063501328229904, -0.01281665824353695, 0.0289631187915802, 0.07241680473089218, 0.03086191974580288, -0.03269701823592186, 0.0680105909705162, 0.07679716497659683, -0.10763819515705109, 0.09898404031991959, -0.025962810963392258, -0.1013685092329979, 0.012352822348475456, -0.13546030223369598, -0.05254781246185303, -0.08626170456409454, -0.014822050929069519, 0.12503871321678162, 0.056789081543684006, 0.030234018340706825, 0.03846519812941551, 0.0530141182243824, -0.09357862174510956, -0.05861125513911247, -0.0023952152114361525, -0.09438727796077728, -0.1361452341079712, 0.1056479811668396, 0.10108879953622818, -0.05772027373313904, 0.3837897777557373, -0.017922740429639816, -0.1302536129951477, -0.04609229415655136, 0.06645341217517853, 0.04887876659631729, -0.010178564116358757, 0.2859970033168793, -0.0011693125125020742, -0.07001926749944687, -0.04352892190217972, 0.04676217585802078, -0.03284447640180588, -0.031106457114219666, 0.07641919702291489, 0.08213882148265839, -0.017078233882784843, 0.05275575444102287, 0.04878229647874832, -0.05111711099743843, 0.07001923024654388, -0.008964303880929947, -0.030719488859176636, 0.02952568233013153, 0.07330682128667831, 0.0075000980868935585, 0.09226323664188385, -0.022159485146403313, 0.03312402963638306, -0.09237593412399292, -0.07022105902433395, -0.08154802024364471, -0.018831318244338036, -0.045303963124752045, -0.15653283894062042, 0.059600405395030975, -0.040642671287059784, 0.01847846247255802, 0.2571553587913513, 0.05593343451619148, -0.06515540927648544, 0.13849465548992157, 0.017703477293252945, 0.04564955085515976, 0.12036024034023285, -0.02652098797261715, -0.019159650430083275, 0.06147204712033272, -0.07429463416337967, 0.10107405483722687, -0.036909863352775574, 0.0019612989854067564, -0.05515033006668091, 0.0540122464299202, -0.009153722785413265, -0.08286122977733612, -0.04209836944937706, -0.02873702347278595, 0.021832624450325966, -0.04317089170217514, 0.03188100829720497, 0.01114482432603836, 0.0651635229587555, 0.010678162798285484, 0.05188281461596489, -0.015022854320704937, 0.1281035840511322, -0.055450666695833206, 0.07980141788721085, 0.010187161155045033, 0.05128461867570877, -0.013060977682471275, -0.06506875902414322, 0.026682531461119652, 0.1454336941242218, 0.16009646654129028, 0.03784219175577164, -0.025829056277871132, 0.038970984518527985, 0.04005568102002144, 0.06814281642436981, 0.16418921947479248, 0.023674342781305313, 0.06507200747728348, -0.05753235146403313, -0.1655724048614502, -0.06612484902143478, -0.07371196150779724, -0.05350040644407272, 0.07477609813213348, 0.09813537448644638, -0.03558088466525078, -0.055240701884031296, 0.16769975423812866, 0.04915570840239525, 0.052216172218322754, 0.12642349302768707, -0.017697017639875412, -0.11852791160345078, -0.04022585600614548, 0.05674110725522041, 0.019830631092190742, -0.055279750376939774, -0.11355175077915192, -0.05424853414297104, 0.01975591480731964, -0.06101517751812935, -0.21630513668060303, -0.21155497431755066, 0.022153567522764206, -0.08686532080173492, 0.10789815336465836, 0.02479017898440361, 0.2619084417819977, 0.0032880748622119427, 0.024779479950666428, -0.11698126792907715, 0.12566764652729034, -0.0076104276813566685, -0.014854421839118004, -0.010570520535111427, 0.03773950785398483, 0.03384518623352051, -0.07970835268497467, -0.004936568439006805, -0.014893682673573494, -0.026556814089417458, 0.05675653740763664, 0.036833055317401886, -0.10838334262371063, -0.00817667506635189, -0.08536992222070694, 0.12514369189739227, -0.00009476765990257263, -0.0483514741063118, 0.0046707140281796455, -0.07875987142324448, 0.04793953150510788, 0.05223120003938675, -0.13726037740707397, -0.04756692051887512, -0.06315425038337708, -0.027895232662558556, 0.08835816383361816, -0.016875727102160454, -0.10891170799732208, 0.04681278020143509, -0.06631181389093399, -0.03075108490884304, 0.0685800313949585, 0.0595080628991127, 0.05393059179186821, 0.09180407971143723, 0.01151855755597353, 0.17095446586608887, 0.04260209947824478, 0.07170535624027252, -0.14688017964363098, -0.10412897169589996 ]
4b8f55e5df3fa7117687066e015c466aa523e927
# Dataset Card for "patched_test_p_40_f_membrane_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_40_f_membrane_v4
[ "region:us" ]
2023-02-21T20:47:15+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 1946930959, "num_examples": 3134581}], "download_size": 162353372, "dataset_size": 1946930959}}
2023-02-21T20:47:43+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_40_f_membrane_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_40_f_membrane_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_40_f_membrane_v4\"\n\nMore Information needed" ]
[ 6, 27 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_40_f_membrane_v4\"\n\nMore Information needed" ]
[ -0.17616447806358337, -0.027813836932182312, -0.004021389409899712, -0.011171326972544193, 0.006956636905670166, 0.015691455453634262, 0.10111543536186218, 0.14224442839622498, 0.11245457082986832, 0.018095917999744415, 0.13149207830429077, 0.04622076824307442, 0.05635509639978409, 0.1914738118648529, 0.0024949852377176285, 0.024000102654099464, -0.03558828681707382, 0.09134309738874435, -0.002411535009741783, 0.11480224132537842, 0.07056189328432083, -0.07436440885066986, 0.09041552245616913, -0.005328331608325243, -0.15424492955207825, 0.12301499396562576, -0.02262783609330654, -0.08470951020717621, 0.07406780868768692, -0.1839946061372757, 0.173617884516716, 0.04549752548336983, 0.009988566860556602, -0.09152847528457642, 0.016076069325208664, 0.023753851652145386, -0.0395239032804966, 0.048772696405649185, 0.11962948739528656, -0.033964067697525024, -0.03494089096784592, 0.01952614076435566, -0.04608934372663498, -0.001737228943966329, -0.05380357801914215, -0.34448346495628357, -0.12476317584514618, -0.011419905349612236, -0.018857784569263458, 0.0069554946385324, 0.008749338798224926, 0.23346246778964996, -0.0823647752404213, 0.07498330622911453, 0.17276312410831451, -0.19977742433547974, 0.08864080905914307, 0.15065379440784454, 0.10809744894504547, -0.021846041083335876, 0.03978390246629715, 0.03130040317773819, 0.09291398525238037, 0.05465129762887955, -0.06224782392382622, -0.017939312383532524, -0.07548826932907104, 0.08035203069448471, -0.0932736024260521, -0.08500176668167114, 0.30587753653526306, -0.022748835384845734, -0.05509497597813606, 0.04321977496147156, -0.06243491172790527, -0.17024722695350647, 0.04164093732833862, 0.01956901140511036, 0.019027328118681908, -0.046584922820329666, 0.03306417539715767, 0.06672702729701996, -0.0685930848121643, -0.19761471450328827, -0.1784953624010086, -0.0024095692206174135, 0.033055976033210754, 0.1097402423620224, -0.15914733707904816, 0.06872791051864624, -0.0020341179333627224, -0.04672562703490257, 0.016981640830636024, -0.06576699763536453, 0.06645464897155762, -0.037516720592975616, -0.035880446434020996, -0.13885696232318878, 0.1192002147436142, 0.02689695730805397, -0.05277103930711746, -0.011487862095236778, -0.02814885415136814, 0.07296481728553772, 0.07712218165397644, -0.11013428866863251, -0.019520966336131096, 0.14411607384681702, -0.01650773547589779, -0.11027800291776657, -0.05807297304272652, -0.04468599706888199, -0.03674837574362755, -0.013164537958800793, 0.10392888635396957, 0.08882641792297363, -0.0425909087061882, -0.06701934337615967, -0.03881017863750458, -0.03744741529226303, 0.05123792961239815, -0.14487490057945251, -0.02195102907717228, 0.07840768247842789, -0.021367033943533897, -0.08508111536502838, -0.013275282457470894, -0.08336450159549713, -0.0008096123347058892, -0.07390664517879486, -0.04100316762924194, -0.02105632610619068, -0.06847697496414185, -0.10418768227100372, 0.0599374957382679, -0.07695389539003372, 0.03945893049240112, -0.13268662989139557, -0.2561451196670532, 0.01022327970713377, -0.058757904917001724, -0.019697779789566994, 0.17197918891906738, 0.12759296596050262, 0.045188058167696, -0.0721689909696579, -0.010128488764166832, 0.09040097892284393, -0.06264813244342804, 0.103158138692379, 0.07495133578777313, 0.06818486005067825, -0.027812877669930458, 0.037864577025175095, -0.05033621937036514, 0.0197401475161314, -0.04010468348860741, -0.052889689803123474, -0.177464097738266, -0.007227356545627117, -0.0702688917517662, -0.09365180879831314, -0.05347118526697159, 0.012848040089011192, 0.014697118662297726, 0.10086127370595932, -0.21924075484275818, -0.052048683166503906, 0.14079821109771729, -0.1067221388220787, -0.0907963365316391, 0.005046279635280371, 0.050956692546606064, -0.0997699424624443, -0.01424473524093628, 0.39866483211517334, 0.039227548986673355, -0.20557774603366852, 0.016525516286492348, 0.17090176045894623, -0.11013958603143692, -0.19340233504772186, 0.15163202583789825, -0.08244194835424423, -0.09952720999717712, 0.001811110065318644, 0.14422443509101868, -0.04599086195230484, -0.07019919902086258, -0.06283164769411087, -0.05581207573413849, -0.06789717078208923, 0.15660391747951508, 0.007446243893355131, 0.048446979373693466, -0.11314429342746735, 0.08639410883188248, -0.01906999945640564, 0.11293292790651321, -0.03842511400580406, -0.027304530143737793, -0.10451505333185196, 0.32995665073394775, -0.10210681706666946, -0.03842854127287865, -0.14683765172958374, -0.05351411923766136, 0.03602758049964905, -0.03357211500406265, -0.0922485738992691, 0.09842851012945175, 0.09473951160907745, -0.0048452019691467285, 0.04787144064903259, 0.07429516315460205, -0.02701599895954132, 0.02226252481341362, -0.04511594772338867, 0.01843211241066456, -0.019941288977861404, -0.05601391941308975, -0.055324193090200424, -0.07829736918210983, -0.03886156529188156, 0.1553969383239746, 0.12973728775978088, 0.02026386559009552, -0.017177065834403038, 0.11934708058834076, -0.006026121322065592, 0.03498617932200432, -0.05648992583155632, 0.023068971931934357, -0.06393255293369293, 0.06617369502782822, -0.014982995577156544, 0.05951004475355148, 0.27786070108413696, 0.0883999764919281, -0.11446855962276459, -0.05254719778895378, 0.02436406910419464, -0.06895291805267334, 0.03930968791246414, -0.11275304108858109, 0.0002216277935076505, -0.08239417523145676, -0.10215499252080917, 0.06303514540195465, -0.06903588771820068, -0.007703424897044897, 0.0533987395465374, -0.07458152621984482, 0.009143970906734467, 0.14067214727401733, -0.03801249712705612, -0.015390499494969845, 0.08796338737010956, 0.2135426104068756, 0.026218313723802567, 0.09601079672574997, -0.13702917098999023, -0.1553986370563507, 0.0015617851167917252, 0.03740103170275688, -0.06807330995798111, 0.18715015053749084, -0.06684963405132294, 0.06763818114995956, 0.12225770950317383, -0.007543694227933884, 0.0859031081199646, -0.07009225338697433, -0.06279319524765015, 0.01554257795214653, -0.07206305861473083, -0.23071645200252533, 0.08345624804496765, 0.03265964984893799, 0.06666690856218338, -0.07985133677721024, -0.002347830915823579, 0.08655094355344772, 0.010362256318330765, -0.12776336073875427, 0.19949516654014587, -0.12117914110422134, -0.18429413437843323, -0.03147897869348526, -0.0363728329539299, 0.06428740173578262, -0.000668223132379353, -0.048733603209257126, -0.1595156192779541, 0.014653826132416725, -0.037236377596855164, -0.06052330881357193, -0.07761451601982117, 0.050106897950172424, -0.0001230578200193122, 0.036864738911390305, 0.08456943929195404, -0.05726408213376999, 0.04164153337478638, -0.052888549864292145, 0.08513683080673218, 0.1362452656030655, -0.03772423043847084, 0.07789472490549088, 0.08811607211828232, -0.07253749668598175, 0.08590004593133926, -0.008944469504058361, 0.21507173776626587, -0.020046435296535492, -0.024197697639465332, 0.22872203588485718, 0.021808486431837082, -0.038163281977176666, -0.02923443540930748, 0.025792619213461876, -0.04974006488919258, -0.04879573732614517, -0.05163314566016197, -0.110907644033432, -0.3038569390773773, -0.11726744472980499, -0.00703192176297307, 0.11047238111495972, 0.008583075366914272, 0.0688960924744606, -0.036016639322042465, 0.07780974358320236, 0.17018447816371918, 0.010106157511472702, -0.2326940894126892, -0.08997894823551178, 0.047643885016441345, -0.070408895611763, -0.004490147344768047, -0.09127338975667953, -0.050316084176301956, 0.11517279595136642, 0.18183007836341858, 0.18499675393104553, 0.014636198058724403, -0.034995775669813156, 0.07905609905719757, 0.27978602051734924, 0.08623779565095901, 0.1487402468919754, 0.056917887181043625, -0.05071621388196945, 0.04896252229809761, -0.050073377788066864, 0.0546191968023777, -0.11166726052761078, 0.10574410110712051, -0.13485080003738403, -0.00917570386081934, -0.19842050969600677, 0.014305607415735722, -0.12402136623859406, 0.16432973742485046, -0.2217954397201538, 0.06831967830657959, -0.06262622773647308, 0.10131018608808517, -0.09721061587333679, 0.03587283566594124, 0.10770546644926071, -0.08620548248291016, 0.04972801357507706, -0.023171616718173027, 0.023896077647805214, -0.058002226054668427, 0.0480174794793129, -0.058314453810453415, -0.106502003967762, 0.003161811036989093, 0.13574032485485077, -0.1649869680404663, 0.20654407143592834, 0.0507112555205822, -0.06044265255331993, -0.0660150870680809, -0.03316107392311096, -0.015391378663480282, 0.040742214769124985, 0.19961613416671753, 0.023804886266589165, -0.0800834447145462, -0.1926513910293579, -0.11545751243829727, 0.023722635582089424, 0.056226253509521484, 0.08060795813798904, -0.08012410253286362, 0.07918117195367813, 0.04985538870096207, -0.1115565076470375, -0.038476262241601944, -0.17723490297794342, 0.1256401687860489, 0.05661342665553093, -0.004381727427244186, -0.15504182875156403, -0.05894738808274269, -0.04715098813176155, -0.11211845278739929, 0.026927519589662552, -0.10052265226840973, -0.09655407071113586, -0.11122878640890121, 0.0011618620483204722, 0.11899960041046143, -0.022076761350035667, 0.0066684396006166935, 0.047751929610967636, 0.029575860127806664, -0.00884342473000288, -0.18190494179725647, 0.08439447730779648, -0.0911342054605484, 0.01421121321618557, -0.07923592627048492, 0.11399105191230774, -0.049749985337257385, 0.0460619181394577, 0.04744216054677963, -0.05023114010691643, -0.10237666964530945, -0.021751970052719116, 0.19826729595661163, -0.20817379653453827, 0.061509519815444946, 0.12441199272871017, -0.01133821066468954, 0.07450217753648758, 0.07441117614507675, -0.002125207334756851, 0.19038453698158264, 0.045431774109601974, -0.021348727867007256, 0.15375541150569916, 0.0775546282529831, -0.006277412176132202, -0.2943764626979828, 0.010385989211499691, -0.026539532467722893, 0.04377676174044609, 0.15167269110679626, -0.18090976774692535, 0.11346080154180527, 0.127084881067276, -0.054383765906095505, 0.36000195145606995, -0.052166473120450974, -0.062105558812618256, 0.30088749527931213, 0.04336462542414665, 0.17208898067474365, -0.07719635218381882, -0.11917176097631454, -0.005377732217311859, -0.13488231599330902, -0.02611461654305458, -0.28380006551742554, 0.05161326378583908, -0.06218637153506279, 0.07034285366535187, -0.00312619237229228, -0.07125811278820038, 0.15881043672561646, 0.08261361718177795, 0.03932899981737137, -0.036909930408000946, 0.016941826790571213, -0.005898316856473684, 0.006626958958804607, 0.05091002956032753, 0.006735987029969692, 0.10010847449302673, -0.2669096887111664, 0.024377353489398956, -0.009268691763281822, 0.12915565073490143, 0.026200981810688972, -0.044879667460918427, -0.0866231918334961, -0.06305048614740372, -0.1556808352470398, -0.0736856460571289, -0.026263896375894547, -0.008414186537265778, 0.12624068558216095, 0.24262160062789917, -0.0368204228579998, -0.008202711120247841, -0.13925710320472717, 0.03115702047944069, -0.05777408555150032, 0.05891982465982437, -0.15731768310070038, 0.008447131142020226, 0.12228105217218399, 0.02720133401453495, -0.016001218929886818, 0.015932897105813026, -0.09681417047977448, -0.01139133982360363, 0.10741181671619415, -0.16834262013435364, 0.14523519575595856, 0.004905530717223883, -0.18095950782299042, -0.016430193558335304, 0.10964223742485046, 0.04474905505776405, 0.021631687879562378, 0.007405574899166822, -0.03818553686141968, 0.005846648942679167, -0.14508691430091858, 0.2331007421016693, 0.23299351334571838, 0.09018504619598389, -0.14536704123020172, 0.09761753678321838, -0.05287305638194084, 0.04601901397109032, -0.0008718693861737847, -0.08981811255216599, -0.12029153108596802, -0.08403567224740982, 0.02857465296983719, 0.266947865486145, 0.011755610816180706, -0.14481627941131592, -0.13311342895030975, -0.10229720175266266, 0.044326093047857285, 0.0983009934425354, 0.09523094445466995, 0.07852919399738312, 0.05707551911473274, -0.12347113341093063, -0.014823111705482006, 0.01506672240793705, -0.03277386724948883, 0.0223244559019804, -0.07459356635808945, 0.01207475084811449, -0.05388106033205986, 0.2632662355899811, -0.10820400714874268, 0.026368094608187675, -0.0532987006008625, 0.07935900241136551, -0.13325819373130798, -0.036073971539735794, 0.08275222033262253, -0.060401737689971924, 0.06148647516965866, 0.06416849046945572, -0.017209194600582123, 0.059878550469875336, -0.14195559918880463, 0.13104231655597687, 0.057412244379520416, 0.015545173548161983, -0.07659699022769928, 0.0302724651992321, 0.08145632594823837, 0.03955591097474098, 0.08973919600248337, 0.11749874800443649, 0.02739378623664379, 0.03659135103225708, 0.0479554757475853, -0.10010464489459991, 0.04360087960958481, 0.0568687841296196, 0.02789902128279209, -0.04127563163638115, 0.046770624816417694, 0.0682191327214241, -0.10812245309352875, 0.09305880963802338, 0.022070104256272316, -0.07674858719110489, -0.025996491312980652, -0.16524600982666016, 0.015959350392222404, -0.04555663838982582, -0.013531475327908993, 0.047676973044872284, 0.09760632365942001, -0.0652724951505661, -0.004667266272008419, 0.026183350011706352, -0.09168864786624908, -0.0487670823931694, -0.00638946145772934, -0.08418741822242737, -0.04902557283639908, 0.1302490085363388, 0.08584756404161453, -0.05604049935936928, 0.41524118185043335, 0.03225749358534813, -0.12869396805763245, -0.05062475800514221, 0.12627357244491577, 0.03534487634897232, -0.04160096123814583, 0.23715944588184357, -0.009020764380693436, 0.0041719418950378895, -0.07423900812864304, 0.00803251750767231, -0.02671056054532528, 0.0469844751060009, 0.07058092951774597, 0.08787192404270172, -0.0842270627617836, -0.007943229749798775, 0.012632359750568867, -0.08531434088945389, -0.01206002477556467, -0.049011945724487305, 0.020603280514478683, 0.0827222615480423, 0.090800441801548, -0.027970584109425545, 0.037078581750392914, -0.05026133731007576, 0.03612611070275307, -0.000514944433234632, -0.08398031443357468, -0.1323828250169754, -0.003403174690902233, -0.01890636421740055, -0.16852402687072754, 0.039337407797575, -0.046931151300668716, -0.03347223997116089, 0.22914381325244904, 0.05211491882801056, -0.006242568604648113, 0.1796419769525528, -0.061478666961193085, 0.02518506906926632, 0.03913414850831032, -0.02122422493994236, -0.07795804738998413, -0.000005967311153654009, -0.03024447336792946, 0.09155036509037018, -0.03562011569738388, 0.02604878507554531, -0.08375085890293121, -0.00009202272485708818, 0.020424526184797287, -0.08155004680156708, -0.051997147500514984, -0.06855056434869766, 0.01722050830721855, -0.06574853509664536, 0.10706112533807755, 0.003925777040421963, 0.04092760384082794, -0.02471255324780941, 0.03182090446352959, 0.03581399470567703, 0.030863814055919647, -0.020810233429074287, 0.04208558797836304, -0.010455921292304993, 0.05972614139318466, 0.03575612232089043, -0.07152250409126282, -0.02973361872136593, 0.29302504658699036, 0.18142305314540863, 0.03096109814941883, -0.009703368879854679, 0.10428211092948914, 0.03426166623830795, 0.03997627645730972, 0.07707664370536804, 0.010146452113986015, 0.06818202137947083, -0.061058785766363144, -0.12062962353229523, -0.06862827390432358, -0.07948155701160431, -0.1365763247013092, 0.06590302288532257, 0.09228702634572983, -0.06995785981416702, -0.029810477048158646, 0.11520488560199738, -0.09516771137714386, 0.018533198162913322, 0.1513756811618805, 0.0031381254084408283, -0.07787763327360153, -0.01030102651566267, 0.09114138782024384, -0.013263423927128315, -0.058768581598997116, -0.1300370693206787, 0.04360542818903923, 0.026724735274910927, -0.04453417286276817, -0.20134161412715912, -0.11070053279399872, 0.04208940267562866, -0.06000527739524841, 0.08274038136005402, -0.033028505742549896, 0.25975528359413147, 0.025567511096596718, -0.028873872011899948, -0.07110366225242615, 0.14630961418151855, 0.023919304832816124, 0.010602370835840702, -0.030138740316033363, 0.07046133279800415, 0.025307511910796165, -0.16497200727462769, -0.008945325389504433, 0.020133057609200478, -0.06253283470869064, 0.05315307527780533, 0.043468695133924484, -0.07631289213895798, -0.005540358368307352, -0.059277843683958054, 0.04813459888100624, 0.026317913085222244, -0.03696642816066742, 0.008158659562468529, -0.09423457086086273, 0.06076103821396828, 0.05186785012483597, -0.21166086196899414, 0.031893290579319, -0.02692197822034359, -0.007402531802654266, 0.08566131442785263, -0.07906001061201096, -0.1384313404560089, 0.03889736160635948, -0.042938973754644394, -0.07044433057308197, -0.02740536443889141, 0.011426982469856739, 0.11051162332296371, 0.07517019659280777, -0.004200838040560484, 0.19516612589359283, 0.054414473474025726, -0.031697094440460205, -0.11829160898923874, -0.0961921364068985 ]
f6ea6e9fa5ec42907140665c6e0f4ec7a72aaf9e
# Dataset Card for "patched_test_p_80_f_membrane_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_80_f_membrane_v4
[ "region:us" ]
2023-02-21T20:49:23+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 1802548319, "num_examples": 2865341}], "download_size": 151479669, "dataset_size": 1802548319}}
2023-02-21T20:49:52+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_80_f_membrane_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_80_f_membrane_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_80_f_membrane_v4\"\n\nMore Information needed" ]
[ 6, 27 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_80_f_membrane_v4\"\n\nMore Information needed" ]
[ -0.1694682389497757, 0.00813316460698843, -0.003954945597797632, -0.012075850740075111, 0.014710146002471447, 0.004664711654186249, 0.09862096607685089, 0.13402622938156128, 0.13392579555511475, 0.017006149515509605, 0.13211381435394287, 0.03518688306212425, 0.05272504687309265, 0.20964008569717407, -0.005377969238907099, 0.033739663660526276, -0.03130873292684555, 0.09685306251049042, 0.012461574748158455, 0.11269895732402802, 0.07544867694377899, -0.07322244346141815, 0.08794212341308594, -0.003458381397649646, -0.15701012313365936, 0.13746419548988342, -0.02531251683831215, -0.09619586169719696, 0.06926321238279343, -0.19622895121574402, 0.18377389013767242, 0.03847077116370201, 0.009541613049805164, -0.10019424557685852, 0.015114656649529934, 0.025627760216593742, -0.02838783711194992, 0.04029907286167145, 0.13055598735809326, -0.040446262806653976, -0.0013510083081200719, 0.04507165402173996, -0.02605900540947914, 0.0006349147297441959, -0.039486706256866455, -0.36356595158576965, -0.10423790663480759, 0.018230000510811806, -0.0006141575868241489, 0.00949551910161972, 0.009650732390582561, 0.20889368653297424, -0.0794416069984436, 0.06817997992038727, 0.17199575901031494, -0.1638367772102356, 0.09247864782810211, 0.10062018036842346, 0.09014976024627686, -0.028447821736335754, 0.05125731974840164, 0.03187096491456032, 0.0819150060415268, 0.04998655989766121, -0.039654847234487534, -0.0026707001961767673, -0.164293572306633, 0.08580595999956131, -0.09279731661081314, -0.09891383349895477, 0.319922536611557, -0.01616828329861164, -0.053226176649332047, 0.07138703018426895, -0.05109172314405441, -0.15236222743988037, 0.05263913795351982, -0.0013477012980729342, 0.017881233245134354, -0.047555845230817795, 0.03425560146570206, 0.061357587575912476, -0.08533430844545364, -0.19365863502025604, -0.17224666476249695, -0.016096001490950584, 0.024999504908919334, 0.11226145178079605, -0.15095184743404388, 0.06464388221502304, 0.013848040252923965, -0.05116596072912216, 0.031307630240917206, -0.07119989395141602, 0.04484895244240761, -0.026989459991455078, -0.02296847477555275, -0.1320255547761917, 0.1064477488398552, 0.0177936814725399, -0.02573307789862156, -0.017749428749084473, -0.0392766073346138, 0.07071049511432648, 0.07068989425897598, -0.11324898898601532, -0.023206520825624466, 0.14516034722328186, -0.02539086900651455, -0.10174959152936935, -0.07408306747674942, -0.04856303706765175, -0.04425283521413803, 0.015510565601289272, 0.13047370314598083, 0.08484328538179398, -0.04378517344594002, -0.09068335592746735, -0.040628064423799515, -0.04582121968269348, 0.020699037238955498, -0.14431799948215485, -0.014168891124427319, 0.07514352351427078, -0.021061161532998085, -0.09276581555604935, 0.006556388456374407, -0.08351797610521317, 0.0004224906151648611, -0.038869261741638184, -0.04370627552270889, -0.017956137657165527, -0.07509559392929077, -0.09980133920907974, 0.06793610751628876, -0.12372425198554993, 0.037693195044994354, -0.1348797082901001, -0.24054962396621704, 0.016393620520830154, -0.047805801033973694, -0.009449755772948265, 0.175059974193573, 0.11829975247383118, 0.04467748478055, -0.0694245770573616, -0.022091392427682877, 0.10423483699560165, -0.06624997407197952, 0.09851845353841782, 0.06651193648576736, 0.06513454020023346, -0.0287026297301054, 0.050147149711847305, -0.05177006870508194, 0.01550585962831974, -0.018401270732283592, -0.07231757044792175, -0.19423805177211761, -0.011071639135479927, -0.0677437037229538, -0.07470810413360596, -0.0542435385286808, 0.010449470952153206, 0.026362646371126175, 0.08916442096233368, -0.23283270001411438, -0.04774198308587074, 0.14167441427707672, -0.12066200375556946, -0.11414287984371185, 0.015393128618597984, 0.05250536650419235, -0.1015152707695961, -0.018414191901683807, 0.3938688039779663, 0.009146471507847309, -0.20364347100257874, 0.006028096191585064, 0.17127461731433868, -0.10218992084264755, -0.19762107729911804, 0.15849311649799347, -0.08489469438791275, -0.07693310081958771, 0.008877036161720753, 0.1558952033519745, -0.0347035713493824, -0.07080931961536407, -0.06321790814399719, -0.059827812016010284, -0.0662517175078392, 0.11015620082616806, 0.014258640818297863, 0.036274656653404236, -0.10813094675540924, 0.07127534598112106, 0.025502055883407593, 0.10981407761573792, -0.039463311433792114, -0.031070832163095474, -0.11331549286842346, 0.32834360003471375, -0.10288895666599274, -0.043675146996974945, -0.14524975419044495, -0.049569036811590195, 0.02574210986495018, -0.0018915619002655149, -0.08490711450576782, 0.08461408317089081, 0.08081907033920288, -0.0240247193723917, 0.054157327860593796, 0.08193838596343994, -0.04017333313822746, 0.033730365335941315, -0.040356144309043884, 0.012220599688589573, -0.01736202836036682, -0.05208801478147507, -0.04027656093239784, -0.07295157760381699, -0.041728675365448, 0.13613733649253845, 0.14313063025474548, 0.02398993819952011, -0.02460361085832119, 0.10882098972797394, -0.007822846062481403, 0.01788882352411747, -0.06338226795196533, 0.021036293357610703, -0.0697856917977333, 0.0687255859375, -0.0047132475301623344, 0.0459698811173439, 0.2916933000087738, 0.0843207910656929, -0.12102768570184708, -0.044805172830820084, 0.036254458129405975, -0.06099408492445946, 0.038142330944538116, -0.10802145302295685, -0.003971617668867111, -0.09376358240842819, -0.09950417280197144, 0.05587536469101906, -0.08225813508033752, -0.0002924288564827293, 0.05135719105601311, -0.06853526830673218, -0.008750935085117817, 0.14298443496227264, 0.030970806255936623, -0.05907246842980385, 0.09165900200605392, 0.2223799228668213, 0.017454367130994797, 0.10539597272872925, -0.12515445053577423, -0.17255228757858276, 0.011769965291023254, 0.03455299511551857, -0.06335572153329849, 0.19143374264240265, -0.11498866230249405, 0.07112342864274979, 0.12834449112415314, -0.006060758139938116, 0.09800264984369278, -0.06914620846509933, -0.05802096426486969, 0.020416369661688805, -0.07203162461519241, -0.20297455787658691, 0.06900079548358917, 0.03717847913503647, 0.07281815260648727, -0.08924870938062668, -0.034517355263233185, 0.08192706108093262, 0.020644929260015488, -0.1319034993648529, 0.19901813566684723, -0.12508618831634521, -0.20909833908081055, -0.0291233379393816, -0.02433173544704914, 0.08127253502607346, 0.010167593136429787, -0.04029805213212967, -0.13407385349273682, 0.005683498922735453, -0.05615878105163574, -0.09617823362350464, -0.0851421132683754, 0.047773562371730804, -0.005036821123212576, 0.041461169719696045, 0.08229652792215347, -0.061810363084077835, 0.036427341401576996, -0.05796588584780693, 0.10125622153282166, 0.13002601265907288, -0.04569688066840172, 0.09080324321985245, 0.10884179174900055, -0.0857517272233963, 0.09265538305044174, -0.004984138999134302, 0.16878454387187958, -0.012706845067441463, -0.03437716141343117, 0.23131321370601654, -0.0038578787352889776, -0.041632652282714844, -0.04919746518135071, 0.00839775986969471, -0.057956889271736145, -0.03864778205752373, -0.035979341715574265, -0.11874739080667496, -0.3096995949745178, -0.11503180861473083, -0.009908008389174938, 0.11408676952123642, 0.012445937842130661, 0.07231468707323074, -0.08442962914705276, 0.0791425034403801, 0.16750068962574005, -0.039722003042697906, -0.25190919637680054, -0.09407354891300201, 0.02640043944120407, -0.07568074762821198, 0.0011657652212306857, -0.07992924004793167, -0.043921343982219696, 0.11851532757282257, 0.15308818221092224, 0.19876937568187714, 0.01709171198308468, -0.07672741264104843, 0.08999130874872208, 0.25207239389419556, 0.07646431028842926, 0.152007594704628, 0.04823068529367447, -0.052524127066135406, 0.035438548773527145, -0.046383533626794815, 0.0502568855881691, -0.10851819813251495, 0.0918210819363594, -0.13451382517814636, -0.022806264460086823, -0.16649304330348969, 0.003309494350105524, -0.1441241055727005, 0.14758029580116272, -0.22167286276817322, 0.08849241584539413, -0.05864594504237175, 0.0898541733622551, -0.11544163525104523, 0.02081976644694805, 0.13163995742797852, -0.07788822799921036, 0.03350057452917099, -0.011416355147957802, 0.0332857109606266, -0.04159797355532646, 0.03954008221626282, -0.06965798139572144, -0.11260984092950821, 0.0044171870686113834, 0.14821076393127441, -0.14415588974952698, 0.20407550036907196, 0.042387425899505615, -0.051588959991931915, -0.062107060104608536, -0.034134641289711, -0.02288488857448101, 0.022243596613407135, 0.18594831228256226, 0.02126190811395645, -0.1017768457531929, -0.17992036044597626, -0.116450235247612, 0.03164887800812721, 0.0546838715672493, 0.081861712038517, -0.08626650273799896, 0.08536771684885025, 0.05960642173886299, -0.0928112268447876, -0.014194508083164692, -0.1729610115289688, 0.10136809200048447, 0.05205315724015236, -0.0035026483237743378, -0.1448184996843338, -0.059975121170282364, -0.05522163584828377, -0.10569900274276733, 0.057151440531015396, -0.08914399147033691, -0.0972619280219078, -0.11344721168279648, 0.003346320940181613, 0.12939417362213135, -0.01998240500688553, 0.0129561061039567, 0.04648666828870773, 0.01942560076713562, -0.017370129004120827, -0.16741472482681274, 0.09295956045389175, -0.09430625289678574, 0.018809091299772263, -0.08468499034643173, 0.1028493344783783, -0.043532390147447586, 0.03730952739715576, 0.0528411939740181, -0.05976193770766258, -0.09356015175580978, -0.029853802174329758, 0.19395479559898376, -0.19409030675888062, 0.05065370723605156, 0.1271873414516449, -0.02807442471385002, 0.05633644759654999, 0.07530733197927475, -0.009051685221493244, 0.18663613498210907, 0.05644490197300911, -0.02020515874028206, 0.14537285268306732, 0.07944220304489136, -0.018043724820017815, -0.2722260355949402, 0.015871256589889526, -0.018555602058768272, 0.033622849732637405, 0.15863525867462158, -0.1770743876695633, 0.13031500577926636, 0.1363258957862854, -0.058681681752204895, 0.3740841746330261, -0.020488636568188667, -0.0644252672791481, 0.3331794738769531, 0.04273848980665207, 0.1617446392774582, -0.07558615505695343, -0.0931863933801651, -0.004406599793583155, -0.13073010742664337, 0.022836018353700638, -0.23771342635154724, 0.05710360035300255, -0.06781457364559174, 0.036363836377859116, 0.0028964215889573097, -0.0712972953915596, 0.15427833795547485, 0.0713445171713829, 0.04736955091357231, -0.02985398843884468, 0.020861836150288582, -0.012518191710114479, 0.012258492410182953, 0.06458823382854462, -0.003672301769256592, 0.09424229711294174, -0.29424524307250977, 0.013864528387784958, 0.0016844200436025858, 0.1448994278907776, 0.029150692746043205, -0.05379374325275421, -0.07415162026882172, -0.07021687179803848, -0.16989439725875854, -0.06848707050085068, -0.02212081290781498, -0.023694997653365135, 0.12985870242118835, 0.239127978682518, -0.03435106575489044, -0.06886370480060577, -0.11259762197732925, 0.021125370636582375, -0.06045443192124367, 0.05785279721021652, -0.1488039344549179, 0.01393535640090704, 0.12024277448654175, 0.028639091178774834, -0.009735815227031708, 0.017393847927451134, -0.11509052664041519, -0.016551785171031952, 0.1127241849899292, -0.17806443572044373, 0.16782242059707642, -0.000654905044939369, -0.1595551073551178, -0.03278534859418869, 0.09116010367870331, 0.03749549388885498, 0.023754525929689407, 0.005566834472119808, -0.03819256275892258, 0.010458235628902912, -0.12770399451255798, 0.23645472526550293, 0.23069371283054352, 0.08291538059711456, -0.13154369592666626, 0.10585279762744904, -0.0533621609210968, 0.006926989182829857, 0.017942631617188454, -0.09735482186079025, -0.11167193949222565, -0.07623297721147537, 0.024507222697138786, 0.28463929891586304, 0.006930144969373941, -0.15810401737689972, -0.1306648999452591, -0.09959480166435242, 0.05983361601829529, 0.10773438215255737, 0.09866149723529816, 0.07941067218780518, 0.06491625308990479, -0.1272822916507721, -0.010362276807427406, 0.036138296127319336, -0.016871584579348564, 0.02372989058494568, -0.07124955952167511, 0.004812188912183046, -0.04536953568458557, 0.25013917684555054, -0.10973813384771347, 0.028640180826187134, -0.05602298676967621, 0.07767636328935623, -0.14604926109313965, -0.033267199993133545, 0.10316424816846848, -0.06387389451265335, 0.07969190180301666, 0.06025282293558121, -0.01620315946638584, 0.06217033043503761, -0.14305520057678223, 0.1321215033531189, 0.054979272186756134, 0.011269757524132729, -0.08284348249435425, 0.029435070231556892, 0.08841541409492493, 0.03890193998813629, 0.0913800448179245, 0.11780139803886414, 0.027309169992804527, 0.025708535686135292, -0.00971043948084116, -0.10565732419490814, 0.05294247716665268, 0.06472285836935043, 0.031114166602492332, -0.04028274118900299, 0.062274809926748276, 0.08193634450435638, -0.10625841468572617, 0.08300348371267319, 0.011390161700546741, -0.08518794924020767, -0.038107238709926605, -0.14729389548301697, 0.0015629896661266685, -0.03467260301113129, -0.015597839839756489, 0.04205787554383278, 0.10417961329221725, -0.05024004727602005, 0.00988237839192152, 0.013806512579321861, -0.09251446276903152, -0.038026537746191025, -0.012382748536765575, -0.0639856681227684, -0.017032455652952194, 0.14599362015724182, 0.07349534332752228, -0.058581944555044174, 0.3960093855857849, 0.047752585262060165, -0.1208573654294014, -0.04807974025607109, 0.10685540735721588, 0.05892099067568779, -0.04978445544838905, 0.22784653306007385, -0.015378064475953579, 0.012844185344874859, -0.07246755063533783, -0.00817172322422266, -0.014821824617683887, 0.06262119114398956, 0.08999177068471909, 0.10072780400514603, -0.1321866661310196, -0.008696164935827255, 0.02096923254430294, -0.08663449436426163, -0.04333450272679329, -0.06514847278594971, 0.03480023518204689, 0.08725529909133911, 0.08561906963586807, -0.023574555292725563, 0.05834971368312836, -0.03958285599946976, 0.0238175168633461, 0.008279167115688324, -0.07637397944927216, -0.14465582370758057, 0.00037007397622801363, -0.024718526750802994, -0.15493330359458923, 0.05441929027438164, -0.04949306324124336, -0.02815518155694008, 0.2539522349834442, 0.05097038298845291, -0.006447803229093552, 0.1489686518907547, -0.039613544940948486, 0.022426743060350418, 0.03390919789671898, -0.02050066366791725, -0.0845477357506752, -0.01129982527345419, -0.02929483912885189, 0.08812063187360764, -0.0180820245295763, 0.028196102008223534, -0.08333499729633331, 0.006991193164139986, 0.01075996458530426, -0.08381911367177963, -0.04210912063717842, -0.07770564407110214, 0.004955768585205078, -0.0614960715174675, 0.11178087443113327, 0.003981381189078093, 0.038843970745801926, -0.018999788910150528, 0.05430396646261215, 0.033097732812166214, 0.006029620300978422, -0.0037702813278883696, 0.06193049997091293, -0.009986162185668945, 0.06809870153665543, 0.03672388568520546, -0.060825690627098083, -0.03440818190574646, 0.2683711349964142, 0.14293618500232697, 0.03947850316762924, -0.011060737073421478, 0.09145551174879074, 0.03316216170787811, 0.015723127871751785, 0.08040750026702881, 0.015642819926142693, 0.10670449584722519, -0.056999437510967255, -0.11332769691944122, -0.07790682464838028, -0.06051759421825409, -0.13960732519626617, 0.05275658145546913, 0.10118163377046585, -0.05742969363927841, -0.024613970890641212, 0.10312711447477341, -0.10966790467500687, 0.02996731363236904, 0.12437845021486282, 0.02091904915869236, -0.07991655170917511, -0.005593127571046352, 0.1094396561384201, -0.02600002847611904, -0.06380227953195572, -0.13690108060836792, 0.04132813587784767, -0.004094716627150774, -0.04171496629714966, -0.2059580683708191, -0.11264218389987946, 0.03379727154970169, -0.08072749525308609, 0.09387190639972687, -0.03525647148489952, 0.2523067593574524, 0.02566167339682579, -0.016776403412222862, -0.06983879208564758, 0.14850708842277527, 0.014496664516627789, 0.03440985828638077, -0.00423370162025094, 0.06433694064617157, 0.024302400648593903, -0.13626675307750702, -0.0024393112398684025, 0.03717738389968872, -0.06989497691392899, 0.017107805237174034, 0.0407893992960453, -0.07334025949239731, -0.0033383204136043787, -0.06562482565641403, 0.048883795738220215, 0.01528886891901493, -0.043283071368932724, -0.0024581404868513346, -0.11109872907400131, 0.07140858471393585, 0.03771761804819107, -0.19526031613349915, 0.03717857226729393, -0.025718824937939644, -0.006119950208812952, 0.12588319182395935, -0.09121495485305786, -0.14548468589782715, 0.055840812623500824, -0.046368762850761414, -0.0756872147321701, -0.020592309534549713, -0.0010755432303994894, 0.13747043907642365, 0.0853571966290474, -0.01953275501728058, 0.176677405834198, 0.0599760040640831, -0.028902975842356682, -0.12577661871910095, -0.08529290556907654 ]
eb22e64311cc724864cbc610d668d0084326160a
# Dataset Card for "patched_test_p_150_f_membrane_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_150_f_membrane_v4
[ "region:us" ]
2023-02-21T20:50:09+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 1552272870, "num_examples": 2394171}], "download_size": 128097844, "dataset_size": 1552272870}}
2023-02-21T20:50:32+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_150_f_membrane_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_150_f_membrane_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_150_f_membrane_v4\"\n\nMore Information needed" ]
[ 6, 27 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_150_f_membrane_v4\"\n\nMore Information needed" ]
[ -0.19151905179023743, -0.01238223072141409, -0.004845322109758854, 0.0031387275084853172, 0.04670433700084686, 0.021249322220683098, 0.08634466677904129, 0.12463034689426422, 0.13667303323745728, -0.0031964504159986973, 0.1374983936548233, 0.0562092624604702, 0.05681730434298515, 0.1940048635005951, -0.013154684565961361, 0.05852406844496727, -0.02281210944056511, 0.0865473747253418, -0.06290636211633682, 0.11946934461593628, 0.06942529231309891, -0.07019975036382675, 0.08678079396486282, -0.010698387399315834, -0.1752556413412094, 0.13265451788902283, -0.009808960370719433, -0.07962169498205185, 0.059527937322854996, -0.17345044016838074, 0.19053693115711212, 0.04146188497543335, 0.0050133285112679005, -0.10759788006544113, 0.020579682663083076, 0.019565073773264885, -0.027683328837156296, 0.054188843816518784, 0.10553108900785446, -0.039076726883649826, -0.04855998978018761, 0.04537510126829147, -0.03928246721625328, 0.021493757143616676, -0.057227957993745804, -0.2638929486274719, -0.10646358132362366, -0.004106251522898674, -0.025861600413918495, 0.006227124482393265, 0.022512508556246758, 0.17683254182338715, -0.08891107887029648, 0.0672202929854393, 0.1838829219341278, -0.147540882229805, 0.08064784109592438, 0.17243961989879608, 0.0953001081943512, -0.05097407102584839, 0.04326331242918968, 0.03671136498451233, 0.08628447353839874, 0.05740637332201004, -0.038867708295583725, 0.0004294913378544152, -0.13381925225257874, 0.07335038483142853, -0.09375845640897751, -0.08464758098125458, 0.29439783096313477, -0.01611456274986267, -0.055538952350616455, 0.0719025731086731, -0.043528784066438675, -0.1601516306400299, 0.03944629430770874, -0.0004955582553520799, 0.005841759964823723, -0.04670644924044609, 0.04467129707336426, 0.040866490453481674, -0.06557227671146393, -0.20267264544963837, -0.17805638909339905, -0.008007156662642956, 0.01990574598312378, 0.11999109387397766, -0.15760073065757751, 0.04729226976633072, 0.03287193551659584, -0.043447308242321014, 0.01744900271296501, -0.07211870700120926, 0.03996039181947708, -0.045496534556150436, -0.014801988378167152, -0.15728844702243805, 0.1213625818490982, 0.009158985689282417, -0.08178726583719254, -0.02734862081706524, -0.015248053707182407, 0.06230846792459488, 0.061928264796733856, -0.13074027001857758, -0.04109532758593559, 0.18579037487506866, -0.008161142468452454, -0.10739372670650482, -0.08473470062017441, -0.04096347466111183, -0.04484761506319046, 0.004242636729031801, 0.0885019600391388, 0.10860713571310043, -0.05219308286905289, -0.06225374713540077, -0.04919861629605293, -0.0482809916138649, 0.07329170405864716, -0.14492319524288177, -0.019144009798765182, 0.07151342183351517, -0.012316594831645489, -0.12794969975948334, -0.008586665615439415, -0.0929252952337265, -0.001869842759333551, -0.02496355026960373, -0.05386774241924286, -0.021066632121801376, -0.06570808589458466, -0.12578675150871277, 0.06985224783420563, -0.08977695554494858, 0.03243876248598099, -0.14395689964294434, -0.24733172357082367, 0.0367048941552639, -0.03126361966133118, -0.02348196506500244, 0.15448899567127228, 0.12054111808538437, 0.016730576753616333, -0.06136423349380493, -0.007438385859131813, 0.10862686485052109, -0.05930714309215546, 0.09843790531158447, 0.07640979439020157, 0.06781861186027527, -0.019498256966471672, 0.044717367738485336, -0.04968332126736641, 0.007009525783360004, -0.0012731592869386077, -0.05899772047996521, -0.19503450393676758, -0.013146416284143925, -0.06974595040082932, -0.0766630694270134, -0.0799374058842659, 0.014908007346093655, 0.039826955646276474, 0.11613967269659042, -0.21218575537204742, -0.04583344608545303, 0.14436732232570648, -0.11098995804786682, -0.11242272704839706, 0.00399627722799778, 0.05332670733332634, -0.09376642107963562, -0.0196213498711586, 0.3465217649936676, 0.05929187685251236, -0.2265491783618927, 0.01873716339468956, 0.17864243686199188, -0.12969501316547394, -0.19490069150924683, 0.13519524037837982, -0.06112191453576088, -0.1025867834687233, 0.0061285835690796375, 0.1768793910741806, -0.017050791531801224, -0.08957623690366745, -0.06961006671190262, -0.061693448573350906, -0.10010795295238495, 0.17516058683395386, 0.005644180346280336, 0.03355842083692551, -0.1032322347164154, 0.08061236143112183, 0.05193539708852768, 0.09227129817008972, -0.02964329719543457, -0.03709841147065163, -0.09701249748468399, 0.331988662481308, -0.13459071516990662, -0.03590710833668709, -0.15197336673736572, -0.027650633826851845, 0.031147833913564682, -0.038936734199523926, -0.08586188405752182, 0.0761074647307396, 0.08516398072242737, -0.021569060161709785, 0.0341758131980896, 0.09700095653533936, -0.04019133001565933, 0.028588688001036644, -0.025454510003328323, 0.03273192048072815, -0.008705446496605873, -0.05210629850625992, -0.09566819667816162, -0.08671936392784119, -0.033277999609708786, 0.13306894898414612, 0.1017141193151474, 0.02827802486717701, -0.030193760991096497, 0.11997058242559433, -0.003112895181402564, 0.032967474311590195, -0.058558978140354156, 0.019389644265174866, -0.062371544539928436, 0.09559912979602814, -0.00432566786184907, 0.08772597461938858, 0.29074352979660034, 0.08403947204351425, -0.10871026664972305, -0.07075683772563934, 0.0550408698618412, -0.06315962225198746, 0.058835435658693314, -0.13060899078845978, -0.0038745934143662453, -0.13781170547008514, -0.08845029026269913, 0.04846695810556412, -0.08486849069595337, -0.006814603228121996, 0.0720072016119957, -0.06437641382217407, -0.006976828444749117, 0.13792680203914642, 0.043443381786346436, -0.03650549426674843, 0.1034558042883873, 0.20686934888362885, 0.03206343203783035, 0.10093748569488525, -0.11192268878221512, -0.1469629406929016, 0.009300303645431995, 0.04884514957666397, -0.04940374195575714, 0.18566621840000153, -0.09833116829395294, 0.08545200526714325, 0.1054939329624176, 0.000595462101045996, 0.08814407885074615, -0.06137053295969963, -0.07235495001077652, 0.03630267456173897, -0.08874410390853882, -0.21302790939807892, 0.08518257737159729, 0.04000969976186752, 0.0770987942814827, -0.0873924270272255, 0.0005768449045717716, 0.08842042833566666, 0.020478611811995506, -0.13588085770606995, 0.20187678933143616, -0.13155341148376465, -0.27198320627212524, -0.02647615596652031, -0.005419989116489887, 0.07656794786453247, 0.003581041470170021, -0.0490376278758049, -0.15444016456604004, 0.016798334196209908, -0.03944019228219986, -0.05121167004108429, -0.06773398071527481, 0.044342223554849625, 0.009247181937098503, 0.045956723392009735, 0.07722454518079758, -0.06994089484214783, 0.03954898938536644, -0.05600007250905037, 0.07353828102350235, 0.10992606729269028, -0.026888245716691017, 0.09293035417795181, 0.10161373019218445, -0.10137949883937836, 0.08642490208148956, -0.015691008418798447, 0.23851355910301208, -0.0008000530069693923, -0.02542562410235405, 0.23747766017913818, 0.023888403549790382, -0.04655562341213226, -0.00942941103130579, 0.028919361531734467, -0.06599605083465576, -0.029911620542407036, -0.028062939643859863, -0.12440384924411774, -0.3007943034172058, -0.11376654356718063, -0.0325704962015152, 0.10093864798545837, -0.012727424502372742, 0.06308233737945557, -0.07925362884998322, 0.07450615614652634, 0.16448397934436798, -0.014369946904480457, -0.2304886281490326, -0.09782328456640244, 0.031883928924798965, -0.061051033437252045, -0.004337828606367111, -0.08629608154296875, -0.04068802297115326, 0.11637281626462936, 0.15875869989395142, 0.17842896282672882, 0.015955902636051178, -0.06946036964654922, 0.09851820021867752, 0.24039024114608765, 0.08668849617242813, 0.17875713109970093, 0.03369879722595215, -0.06034674495458603, 0.05571097135543823, -0.04342999681830406, 0.050854071974754333, -0.14719684422016144, 0.08917643874883652, -0.1056305542588234, -0.024823803454637527, -0.16926002502441406, 0.013070143759250641, -0.15632271766662598, 0.17902866005897522, -0.1727970391511917, 0.054092831909656525, -0.08223745971918106, 0.09584730863571167, -0.11561882495880127, 0.01907876320183277, 0.1488742083311081, -0.07276397198438644, 0.029268573969602585, -0.030816467478871346, 0.03554031625390053, -0.01573205180466175, 0.042512863874435425, -0.06438491493463516, -0.08988796174526215, -0.00546428095549345, 0.13777658343315125, -0.21938270330429077, 0.22174058854579926, 0.044900547713041306, -0.04440464451909065, -0.06145032122731209, -0.03523141145706177, -0.02072715386748314, 0.0033453686628490686, 0.19300027191638947, 0.031155651435256004, -0.03800966218113899, -0.20874544978141785, -0.10047917068004608, 0.019109904766082764, 0.04773259162902832, 0.09556309878826141, -0.1109694391489029, 0.09007582813501358, 0.04894134774804115, -0.09745235741138458, 0.038817740976810455, -0.240518718957901, 0.09132405370473862, 0.051182594150304794, -0.02397969178855419, -0.1904221773147583, -0.03535553067922592, -0.048340704292058945, -0.10027702897787094, 0.057914841920137405, -0.1223079189658165, -0.09701241552829742, -0.11282913386821747, 0.018996434286236763, 0.12059709429740906, -0.02696489915251732, 0.03385661542415619, 0.030156290158629417, 0.027658484876155853, -0.03907391056418419, -0.19090381264686584, 0.07482694089412689, -0.09285867214202881, 0.024206828325986862, -0.08201748877763748, 0.08609528094530106, -0.03571237623691559, 0.04606097564101219, 0.048652779310941696, -0.06695683300495148, -0.049171458929777145, -0.029450349509716034, 0.17988240718841553, -0.21259503066539764, 0.029600664973258972, 0.13989472389221191, -0.019796699285507202, 0.04452125355601311, 0.07202856242656708, -0.014661305584013462, 0.18393629789352417, 0.03827589377760887, -0.017436180263757706, 0.15328581631183624, 0.07869847118854523, -0.02477615512907505, -0.3016349673271179, 0.02769687958061695, -0.005626311991363764, 0.040445443242788315, 0.14721913635730743, -0.16957727074623108, 0.12882424890995026, 0.1164909079670906, -0.05831785500049591, 0.3796677589416504, -0.048127833753824234, -0.07206938415765762, 0.29272833466529846, 0.07005957514047623, 0.16884544491767883, -0.06084663048386574, -0.10356965661048889, -0.015238790772855282, -0.17659272253513336, 0.06424017250537872, -0.1755194067955017, 0.056652557104825974, -0.06400508433580399, 0.041579265147447586, -0.001877371920272708, -0.07138476520776749, 0.13953939080238342, 0.05446356534957886, 0.04975656419992447, -0.04079195111989975, -0.015589778311550617, -0.006791143212467432, 0.007105374708771706, 0.07425233721733093, -0.011203622445464134, 0.10371361672878265, -0.19715090095996857, 0.011446567252278328, -0.013791018165647984, 0.13932299613952637, 0.01442145835608244, -0.051759447902441025, -0.08486402034759521, -0.04729081317782402, -0.1600366085767746, -0.06839259713888168, -0.03142724931240082, -0.017208876088261604, 0.1464187651872635, 0.21565432846546173, -0.02214888669550419, -0.07541173696517944, -0.09231503307819366, 0.028201760724186897, -0.06667746603488922, 0.07037463039159775, -0.13942976295948029, 0.023430200293660164, 0.127182736992836, 0.025033019483089447, -0.010440852493047714, 0.024639884009957314, -0.10811803489923477, -0.030064592137932777, 0.12003921717405319, -0.16202722489833832, 0.16332513093948364, -0.005720541812479496, -0.17631082236766815, -0.04513506963849068, 0.08649051189422607, 0.038751985877752304, 0.016636015847325325, 0.003371197497472167, -0.04349271208047867, 0.011048550717532635, -0.13643448054790497, 0.25620439648628235, 0.22527655959129333, 0.09606172144412994, -0.13622955977916718, 0.095100536942482, -0.05884876847267151, 0.01580011285841465, 0.003788477974012494, -0.1083688884973526, -0.10424798727035522, -0.0799117311835289, 0.06062944978475571, 0.24097084999084473, 0.018704362213611603, -0.12426114827394485, -0.10542690753936768, -0.10789106786251068, 0.07277557998895645, 0.17973048985004425, 0.08770699799060822, 0.08443745225667953, 0.06193098425865173, -0.11597505956888199, -0.013773552142083645, 0.03453458100557327, -0.016550349071621895, 0.023132629692554474, -0.081482894718647, -0.010621693916618824, -0.05138399451971054, 0.25757965445518494, -0.11078514903783798, 0.036284834146499634, -0.07699764519929886, 0.07661884278059006, -0.14797772467136383, -0.020221224054694176, 0.08712389320135117, -0.0626862645149231, 0.06243312731385231, 0.048783667385578156, -0.02088765986263752, 0.06256073713302612, -0.14078281819820404, 0.126015767455101, 0.053127728402614594, -0.00407905550673604, -0.08828289806842804, 0.020385941490530968, 0.09330151230096817, 0.042072147130966187, 0.07910165935754776, 0.09064364433288574, 0.00967959500849247, 0.038787782192230225, -0.08120130747556686, -0.11126366257667542, 0.04450174793601036, 0.06926082074642181, 0.03478654474020004, -0.04628239572048187, 0.07499834895133972, 0.08740971982479095, -0.10043966770172119, 0.09769466519355774, 0.023285716772079468, -0.08507110178470612, -0.037062447518110275, -0.1655508428812027, 0.026247160509228706, -0.029556062072515488, -0.013219759799540043, 0.0698385238647461, 0.08402132242918015, -0.06000237911939621, 0.00004547834396362305, 0.019270271062850952, -0.11187932640314102, -0.05142487585544586, -0.01715812087059021, -0.07457225024700165, -0.07707469910383224, 0.15507107973098755, 0.0857505202293396, -0.04858790710568428, 0.3960271179676056, 0.05922137200832367, -0.12366024404764175, -0.0543849803507328, 0.14730067551136017, 0.04575226828455925, -0.04142589867115021, 0.21706397831439972, -0.01032623928040266, -0.0049239257350564, -0.08246833831071854, 0.009239803068339825, -0.016255641356110573, 0.05283282324671745, 0.11790573596954346, 0.07688554376363754, -0.14243188500404358, -0.012406349182128906, 0.027121424674987793, -0.06751973181962967, 0.05413098633289337, -0.09362340718507767, 0.004032336175441742, 0.0754384770989418, 0.09140107780694962, -0.07235747575759888, 0.04246339946985245, -0.04846123233437538, 0.06191227212548256, -0.006137619260698557, -0.09539292752742767, -0.16221410036087036, -0.08189596980810165, -0.01069552730768919, -0.1297750174999237, 0.05669177696108818, -0.06244252994656563, -0.043718378990888596, 0.23838993906974792, 0.052228547632694244, 0.0022907934617251158, 0.14894790947437286, -0.033909618854522705, 0.039905767887830734, 0.039218779653310776, -0.025315886363387108, -0.0817265585064888, 0.0014330680714920163, -0.02641325816512108, 0.09373027831315994, 0.005647128913551569, 0.03422439098358154, -0.07409004122018814, -0.02418726123869419, 0.012321596033871174, -0.0728650912642479, -0.04320225864648819, -0.06778804957866669, 0.004968632478266954, -0.07215877622365952, 0.15516327321529388, 0.0005100520211271942, 0.051526106894016266, -0.015696285292506218, 0.06388233602046967, 0.04837704822421074, -0.005207167472690344, -0.030883505940437317, 0.03669429197907448, 0.00996633991599083, 0.09561130404472351, 0.03604989871382713, -0.059675849974155426, -0.04630474001169205, 0.32314085960388184, 0.1897849589586258, 0.02514059469103813, -0.006968834903091192, 0.10148876160383224, 0.03309434652328491, 0.034025318920612335, 0.1042533665895462, 0.009627885185182095, 0.09455004334449768, -0.06048666313290596, -0.12037751823663712, -0.06808805465698242, -0.07402215898036957, -0.11888954043388367, 0.035464994609355927, 0.1011674702167511, -0.05106035992503166, -0.026103926822543144, 0.1095137745141983, -0.12221744656562805, 0.03021170385181904, 0.1064193993806839, 0.005872876383364201, -0.06497122347354889, -0.03168128803372383, 0.04823747277259827, -0.018126992508769035, -0.07461422681808472, -0.12853655219078064, 0.04896584898233414, -0.015499340370297432, -0.04522252827882767, -0.1927797496318817, -0.13371559977531433, 0.02618076279759407, -0.08290021121501923, 0.09542752802371979, -0.01818230003118515, 0.22784405946731567, 0.02960525080561638, -0.008295638486742973, -0.06684774905443192, 0.13054513931274414, 0.017027638852596283, 0.04021996259689331, -0.006947061512619257, 0.07922074943780899, 0.021007856354117393, -0.15465112030506134, -0.012556728906929493, 0.021110525354743004, -0.060706816613674164, 0.022732902318239212, 0.048699747771024704, -0.07214007526636124, 0.018131176009774208, -0.06219945102930069, 0.03434237092733383, 0.037379439920186996, -0.03483262658119202, 0.018559768795967102, -0.11066115647554398, 0.06442658603191376, 0.042107999324798584, -0.19740504026412964, 0.018610920757055283, -0.04790779948234558, -0.00417874101549387, 0.08004139363765717, -0.09123434871435165, -0.14086127281188965, 0.037635743618011475, -0.03947800397872925, -0.06769997626543045, -0.02711663953959942, 0.012555222027003765, 0.13903045654296875, 0.10520526766777039, -0.005910118576139212, 0.17905588448047638, 0.047470737248659134, -0.012229867279529572, -0.11677244305610657, -0.07578060775995255 ]
bc0824e81679ac2c895d0a0f9a4eb447afbd8c72
# Dataset Card for "patched_test_p_200_f_membrane_v4" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_200_f_membrane_v4
[ "region:us" ]
2023-02-21T20:50:54+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 1371458168, "num_examples": 2057621}], "download_size": 112398698, "dataset_size": 1371458168}}
2023-02-21T20:51:13+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_200_f_membrane_v4" More Information needed
[ "# Dataset Card for \"patched_test_p_200_f_membrane_v4\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_200_f_membrane_v4\"\n\nMore Information needed" ]
[ 6, 27 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_200_f_membrane_v4\"\n\nMore Information needed" ]
[ -0.17391857504844666, -0.010073634795844555, -0.004185684025287628, -0.014702297747135162, 0.023527532815933228, 0.012895653024315834, 0.0872698426246643, 0.13081496953964233, 0.12515199184417725, 0.01310302596539259, 0.14363084733486176, 0.026534272357821465, 0.055976640433073044, 0.23544621467590332, 0.015636002644896507, 0.03212571144104004, -0.020626623183488846, 0.08783461898565292, -0.028628265485167503, 0.11661020666360855, 0.07419080287218094, -0.07678794860839844, 0.07892488688230515, -0.012836662121117115, -0.18796995282173157, 0.1288636326789856, -0.013008097186684608, -0.0890255719423294, 0.06436935812234879, -0.18492741882801056, 0.17740945518016815, 0.044867049902677536, 0.011302828788757324, -0.0944538488984108, 0.01596776768565178, 0.022204389795660973, -0.01834626868367195, 0.03947459161281586, 0.1104511171579361, -0.04337313771247864, -0.013820222578942776, 0.043872371315956116, -0.03873196989297867, 0.006821591407060623, -0.03811469301581383, -0.332619845867157, -0.10423322767019272, 0.02077476494014263, -0.007347901817411184, 0.005573173053562641, 0.01416299119591713, 0.1843620389699936, -0.07616317272186279, 0.05725807696580887, 0.1713501513004303, -0.16464117169380188, 0.07298753410577774, 0.11992701888084412, 0.09239833801984787, -0.038285765796899796, 0.051951974630355835, 0.020865730941295624, 0.08369128406047821, 0.056775130331516266, -0.042708564549684525, -0.006765535566955805, -0.1893487572669983, 0.07365556061267853, -0.09641999006271362, -0.08674166351556778, 0.33379557728767395, -0.020533310249447823, -0.06110133230686188, 0.0734536200761795, -0.05333409830927849, -0.16715335845947266, 0.057234711945056915, -0.005319471471011639, 0.011613312177360058, -0.049038417637348175, 0.0206516794860363, 0.05061854049563408, -0.08160757273435593, -0.1943119615316391, -0.19310326874256134, 0.024758951738476753, 0.02020958624780178, 0.11285803467035294, -0.15685409307479858, 0.06856334954500198, 0.05994000285863876, -0.04221459478139877, 0.018925108015537262, -0.08498459309339523, 0.05243110656738281, -0.030213823541998863, -0.02113361284136772, -0.15525570511817932, 0.1105581745505333, -0.006258858833462, -0.01614144816994667, -0.022976737469434738, -0.03147290274500847, 0.06627923250198364, 0.0605182982981205, -0.1261306256055832, -0.03672255203127861, 0.19467081129550934, -0.022836221382021904, -0.10227639228105545, -0.06765033304691315, -0.04569704458117485, -0.03422340005636215, 0.011006643995642662, 0.11668560653924942, 0.09769468009471893, -0.03799073025584221, -0.09252196550369263, -0.053976621478796005, -0.04456740617752075, -0.02235443890094757, -0.1471705585718155, -0.01400219090282917, 0.06467671692371368, -0.01105496846139431, -0.1035061627626419, -0.01157670933753252, -0.09842672944068909, 0.0074690901674330235, -0.025970634073019028, -0.05561697855591774, -0.014230847358703613, -0.060383398085832596, -0.09363448619842529, 0.07661574333906174, -0.0766369104385376, 0.029221177101135254, -0.13971781730651855, -0.2106340527534485, 0.024493295699357986, -0.040421515703201294, -0.02291572093963623, 0.16294021904468536, 0.12725570797920227, 0.021155906841158867, -0.06496647000312805, -0.024623164907097816, 0.10521157085895538, -0.0597262904047966, 0.106612429022789, 0.05689100921154022, 0.07355891913175583, -0.017095645889639854, 0.03796403482556343, -0.055914297699928284, 0.01996709778904915, 0.001163804903626442, -0.06589152663946152, -0.18871143460273743, -0.004868505988270044, -0.06913049519062042, -0.07524016499519348, -0.09444907307624817, 0.013004645705223083, 0.02759077399969101, 0.10974886268377304, -0.26264163851737976, -0.05554090440273285, 0.17991694808006287, -0.1090739369392395, -0.1044982448220253, -0.006419832818210125, 0.05713971331715584, -0.08530012518167496, -0.010780231095850468, 0.38253355026245117, 0.025265421718358994, -0.19535675644874573, -0.0032345084473490715, 0.16504773497581482, -0.11051082611083984, -0.2027115374803543, 0.14423297345638275, -0.07669247686862946, -0.09417305886745453, 0.00761839747428894, 0.1618984341621399, -0.026504725217819214, -0.0774938315153122, -0.0708179920911789, -0.06433458626270294, -0.06927119195461273, 0.16713295876979828, 0.009784271940588951, 0.024052921682596207, -0.11494071781635284, 0.08359876275062561, 0.026434188708662987, 0.09947564452886581, -0.034313224256038666, -0.03103010356426239, -0.10054362565279007, 0.32169562578201294, -0.09562812000513077, -0.02505689300596714, -0.14038583636283875, -0.0574665330350399, 0.028277436271309853, -0.027195250615477562, -0.08874087780714035, 0.0826125368475914, 0.07212275266647339, -0.017099114134907722, 0.03471849113702774, 0.07718781381845474, -0.035269539803266525, 0.03328833729028702, -0.036595188081264496, 0.024574924260377884, -0.017496276646852493, -0.04715482145547867, -0.04461762681603432, -0.07213589549064636, -0.04188049957156181, 0.17192159593105316, 0.13782620429992676, 0.029397903010249138, -0.01953934133052826, 0.12059531360864639, -0.005657962057739496, 0.03883283585309982, -0.06814940273761749, 0.007999625988304615, -0.06439615041017532, 0.059035204350948334, -0.010534063912928104, 0.08282603323459625, 0.2937090992927551, 0.09385492652654648, -0.07176858931779861, -0.0518476702272892, 0.06617975980043411, -0.07074139267206192, 0.05011666566133499, -0.14214110374450684, -0.0010029334807768464, -0.12445428967475891, -0.08356668800115585, 0.03331281617283821, -0.07126219570636749, 0.004735639318823814, 0.0604834221303463, -0.07992933690547943, -0.009679421782493591, 0.13305248320102692, 0.0014475841308012605, -0.05899839848279953, 0.08807786554098129, 0.22217930853366852, 0.03416959196329117, 0.10511434823274612, -0.12362310290336609, -0.15374848246574402, 0.00012951203098054975, 0.04579652473330498, -0.056889161467552185, 0.19089026749134064, -0.05193937197327614, 0.07950441539287567, 0.10884742438793182, -0.0020164228044450283, 0.0801611989736557, -0.07177368551492691, -0.07099368423223495, 0.02221088856458664, -0.07876631617546082, -0.1857466846704483, 0.08506204187870026, 0.031475380063056946, 0.07625065743923187, -0.07959672063589096, -0.000950561196077615, 0.09560704976320267, 0.023738957941532135, -0.1371258646249771, 0.2029963880777359, -0.13944780826568604, -0.2365308701992035, -0.01594150997698307, 0.0005083929863758385, 0.06586091220378876, 0.002351362258195877, -0.04321237653493881, -0.16060015559196472, 0.02468874305486679, -0.04669497534632683, -0.08420632034540176, -0.07081170380115509, 0.05414856970310211, -0.012782128527760506, 0.04608651250600815, 0.09312226623296738, -0.05713813379406929, 0.03559776395559311, -0.0533427819609642, 0.08814474195241928, 0.12182436883449554, -0.028933817520737648, 0.09374389052391052, 0.10082893073558807, -0.08585479110479355, 0.08676246553659439, -0.001536751864477992, 0.1917620301246643, 0.0013715695822611451, -0.03660738095641136, 0.22699034214019775, 0.02737724781036377, -0.04806089401245117, -0.005254229996353388, 0.022043593227863312, -0.055078402161598206, -0.03415680676698685, -0.04546569660305977, -0.13041171431541443, -0.30830883979797363, -0.12662941217422485, -0.022830624133348465, 0.09874385595321655, 0.014411808922886848, 0.07856431603431702, -0.06815526634454727, 0.07364841550588608, 0.16417977213859558, -0.025160377845168114, -0.23710116744041443, -0.0900685042142868, 0.03344300016760826, -0.06453448534011841, 0.0029951322358101606, -0.08123810589313507, -0.04482880234718323, 0.11574234813451767, 0.15606167912483215, 0.2326814830303192, 0.011384500190615654, -0.12022995203733444, 0.10280121862888336, 0.2494737207889557, 0.08294828236103058, 0.14691679179668427, 0.06626028567552567, -0.05172007530927658, 0.049933720380067825, -0.042587436735630035, 0.04093290865421295, -0.1099950522184372, 0.10121077299118042, -0.11554563045501709, -0.02326989732682705, -0.16572900116443634, 0.01601208560168743, -0.14036764204502106, 0.16826041042804718, -0.18965722620487213, 0.07379639148712158, -0.04961981624364853, 0.08590525388717651, -0.115007683634758, 0.02387259155511856, 0.15341126918792725, -0.08748771995306015, 0.03424251452088356, -0.02216341719031334, 0.0233183354139328, -0.03425406664609909, 0.03736337646842003, -0.06533471494913101, -0.11151929944753647, 0.008437513373792171, 0.13944058120250702, -0.14956139028072357, 0.23603276908397675, 0.039273571223020554, -0.046062685549259186, -0.05710561200976372, -0.03752938285470009, -0.014674663543701172, 0.00239004148170352, 0.19656062126159668, 0.030435999855399132, -0.11170738935470581, -0.18235546350479126, -0.09854419529438019, 0.02304544486105442, 0.0445658415555954, 0.08844780921936035, -0.10825613141059875, 0.08749683201313019, 0.049286771565675735, -0.10808199644088745, 0.02052346058189869, -0.1969715654850006, 0.10822566598653793, 0.05896373093128204, -0.0006737193325534463, -0.13647300004959106, -0.07367381453514099, -0.05404561758041382, -0.015526500530540943, 0.0395757332444191, -0.0926784798502922, -0.1010359674692154, -0.10793226957321167, 0.026203734800219536, 0.13943983614444733, -0.02140192687511444, 0.015060457400977612, 0.05115748569369316, 0.03748413175344467, -0.011269381269812584, -0.18560239672660828, 0.07376067340373993, -0.08757566660642624, 0.024648291990160942, -0.09283101558685303, 0.11089713871479034, -0.04080712050199509, 0.04583650827407837, 0.0469181202352047, -0.04898475855588913, -0.06288208812475204, -0.03407823666930199, 0.19446025788784027, -0.1914888620376587, 0.030365316197276115, 0.11734847724437714, -0.02879900299012661, 0.051246631890535355, 0.07070393115282059, -0.017979661002755165, 0.19562847912311554, 0.014752739109098911, -0.03147393465042114, 0.1593209058046341, 0.07809706032276154, -0.01756151206791401, -0.2965461015701294, 0.013640577904880047, -0.011710979044437408, 0.04527010768651962, 0.1360534280538559, -0.1789785623550415, 0.1328475922346115, 0.13798290491104126, -0.05467541143298149, 0.3610568046569824, -0.069166399538517, -0.07162081450223923, 0.3100520372390747, 0.049945663660764694, 0.17016178369522095, -0.062022220343351364, -0.11210723966360092, -0.017956392839550972, -0.12226878106594086, 0.031460102647542953, -0.24764114618301392, 0.05491844564676285, -0.06417431682348251, 0.035527847707271576, -0.007095607463270426, -0.0629972591996193, 0.15170155465602875, 0.07017532736063004, 0.02194361574947834, -0.030769212171435356, 0.0069529833272099495, -0.025279918685555458, 0.011733222752809525, 0.05663745477795601, 0.005062146112322807, 0.0900176540017128, -0.24174396693706512, 0.02103140950202942, -0.010683497413992882, 0.13191771507263184, 0.02860039658844471, -0.05071967467665672, -0.08101782947778702, -0.046759385615587234, -0.14825539290905, -0.07350776344537735, -0.09900367259979248, -0.016901975497603416, 0.1581161916255951, 0.22079071402549744, -0.027669204398989677, -0.08256857097148895, -0.11914465576410294, 0.03266528621315956, -0.06146128103137016, 0.055967602878808975, -0.14137887954711914, 0.008589962497353554, 0.1267533302307129, 0.0236238781362772, -0.02716403640806675, 0.024629442021250725, -0.09971645474433899, -0.020963598042726517, 0.12352920323610306, -0.17780716717243195, 0.1374148577451706, -0.0035953570622950792, -0.12733310461044312, -0.05240219458937645, 0.0883108377456665, 0.03170689195394516, 0.009805187582969666, -0.0011222711764276028, -0.038566745817661285, 0.011272978968918324, -0.14531001448631287, 0.24169476330280304, 0.22960306704044342, 0.09146163612604141, -0.12745773792266846, 0.08473130315542221, -0.058159492909908295, 0.028262102976441383, 0.00872900802642107, -0.09856748580932617, -0.11213797330856323, -0.07852377742528915, 0.02453792653977871, 0.2110404521226883, 0.02863267995417118, -0.13670703768730164, -0.08860252797603607, -0.12903408706188202, 0.04616877809166908, 0.10909409075975418, 0.08004612475633621, 0.09829022735357285, 0.046795524656772614, -0.14175018668174744, -0.0008815873297862709, 0.0249335840344429, 0.000654247181955725, 0.02319750189781189, -0.0751439556479454, -0.0019017723388969898, -0.05358356237411499, 0.2570270895957947, -0.106729656457901, 0.02919185161590576, -0.05989784747362137, 0.08088996261358261, -0.13637802004814148, -0.04743131250143051, 0.09091999381780624, -0.07180716842412949, 0.06930845230817795, 0.05276285484433174, -0.025548748672008514, 0.05233097821474075, -0.14662015438079834, 0.1256881058216095, 0.05070345848798752, 0.014120936393737793, -0.07939699292182922, 0.02667650394141674, 0.09341539442539215, 0.029372647404670715, 0.07381928712129593, 0.1163787841796875, 0.026885107159614563, 0.030732380226254463, 0.01765228435397148, -0.12570929527282715, 0.04445110261440277, 0.0701000988483429, 0.037282880395650864, -0.058104172348976135, 0.06066633388400078, 0.09413802623748779, -0.10498642921447754, 0.0976603552699089, 0.004407959990203381, -0.07647550106048584, -0.05903242155909538, -0.18073131144046783, 0.002735082060098648, -0.04724522680044174, -0.009073210880160332, 0.09393031895160675, 0.0964675322175026, -0.04956516996026039, -0.010261830873787403, 0.016228310763835907, -0.10079338401556015, -0.040077853947877884, -0.023809028789401054, -0.08208057284355164, -0.04034456983208656, 0.13977926969528198, 0.08128893375396729, -0.05053906887769699, 0.37745237350463867, 0.028371762484312057, -0.12434183806180954, -0.043439969420433044, 0.10501322150230408, 0.03669477626681328, -0.028819764032959938, 0.21656817197799683, -0.0021862576249986887, 0.002096045296639204, -0.07874467223882675, -0.012633945792913437, -0.02580167166888714, 0.05573044717311859, 0.1214895248413086, 0.0770288035273552, -0.09746238589286804, -0.006473804824054241, 0.01316060684621334, -0.07247382402420044, -0.007314201910048723, -0.06796586513519287, 0.009551131166517735, 0.08586571365594864, 0.09869270771741867, -0.030813079327344894, 0.03943146765232086, -0.05778786167502403, 0.03142465651035309, -0.01314993854612112, -0.08957219123840332, -0.14189617335796356, -0.010856064036488533, -0.018611615523695946, -0.16293653845787048, 0.0454462468624115, -0.046076226979494095, -0.04208363592624664, 0.21663394570350647, 0.045130226761102676, -0.0019110062858089805, 0.16499876976013184, -0.024446606636047363, 0.032276470214128494, 0.04349358752369881, -0.0184320081025362, -0.07642772048711777, -0.007899702526628971, -0.021826112642884254, 0.07585283368825912, 0.0032188522163778543, 0.025600101798772812, -0.071357361972332, -0.009301580488681793, 0.009213743731379509, -0.08419999480247498, -0.03684501349925995, -0.06661603599786758, 0.0021885312162339687, -0.06188756227493286, 0.10866482555866241, 0.010404619388282299, 0.023051558062434196, -0.01476227305829525, 0.045943375676870346, 0.03084138222038746, -0.002779618138447404, -0.016576603055000305, 0.04971480369567871, 0.002694531576707959, 0.06679192185401917, 0.03788577392697334, -0.05853544548153877, -0.05597934126853943, 0.267598420381546, 0.17192603647708893, 0.04275045543909073, -0.012383143417537212, 0.09496521204710007, 0.030162665992975235, 0.014999897219240665, 0.09559614956378937, 0.010036585852503777, 0.11861200630664825, -0.0694655254483223, -0.0929117202758789, -0.0733577311038971, -0.0727667585015297, -0.1365569531917572, 0.07337895035743713, 0.08958422392606735, -0.05125412344932556, -0.033362627029418945, 0.1164320856332779, -0.11478488147258759, 0.05179102346301079, 0.14074701070785522, -0.0004424774961080402, -0.07851305603981018, -0.011052882298827171, 0.08654051274061203, -0.02640819177031517, -0.05531720072031021, -0.1447218358516693, 0.04997444897890091, -0.011226105503737926, -0.035756051540374756, -0.19601845741271973, -0.13058948516845703, 0.048561401665210724, -0.05780207738280296, 0.09868690371513367, -0.030486255884170532, 0.23445002734661102, 0.027234895154833794, -0.017269345000386238, -0.08112962543964386, 0.13596194982528687, 0.01718280091881752, 0.03418942913413048, -0.003040654119104147, 0.0654747262597084, 0.024865031242370605, -0.15897202491760254, 0.0004968784051015973, 0.03474786877632141, -0.07298367470502853, 0.017969410866498947, 0.07644051313400269, -0.08169777691364288, 0.013954410329461098, -0.06951912492513657, 0.044707413762807846, 0.03059782274067402, -0.05205915495753288, -0.0008315069717355072, -0.09263207763433456, 0.06234025955200195, 0.039601776748895645, -0.19011445343494415, 0.04956231266260147, -0.0299800094217062, -0.01701773889362812, 0.09637876600027084, -0.08876854926347733, -0.13694074749946594, 0.026333540678024292, -0.03648129478096962, -0.07379615306854248, -0.019709693267941475, 0.020963581278920174, 0.12788338959217072, 0.0830303430557251, -0.013304409570991993, 0.19045014679431915, 0.050535522401332855, -0.03124094381928444, -0.11256735771894455, -0.07815049588680267 ]
81d3b7c52745184913fea4455689c8127d8dc47f
# Wikipedia - Source: https://huggingface.co/datasets/wikipedia - Num examples: 6,623,239 - Language: English ```python from datasets import load_dataset load_dataset("tdtunlp/wikipedia_en") ```
vietgpt/wikipedia_en
[ "task_categories:text-generation", "size_categories:1M<n<10M", "language:en", "LM", "region:us" ]
2023-02-21T20:52:04+00:00
{"language": ["en"], "size_categories": ["1M<n<10M"], "task_categories": ["text-generation"], "dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "url", "dtype": "string"}, {"name": "title", "dtype": "string"}, {"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 21102365479, "num_examples": 6623239}], "download_size": 12161597141, "dataset_size": 21102365479}, "tags": ["LM"]}
2023-03-30T17:35:12+00:00
[]
[ "en" ]
TAGS #task_categories-text-generation #size_categories-1M<n<10M #language-English #LM #region-us
# Wikipedia - Source: URL - Num examples: 6,623,239 - Language: English
[ "# Wikipedia\n\n- Source: URL\n- Num examples: 6,623,239\n- Language: English" ]
[ "TAGS\n#task_categories-text-generation #size_categories-1M<n<10M #language-English #LM #region-us \n", "# Wikipedia\n\n- Source: URL\n- Num examples: 6,623,239\n- Language: English" ]
[ 35, 21 ]
[ "passage: TAGS\n#task_categories-text-generation #size_categories-1M<n<10M #language-English #LM #region-us \n# Wikipedia\n\n- Source: URL\n- Num examples: 6,623,239\n- Language: English" ]
[ 0.026929009705781937, -0.009260380640625954, -0.0033215475268661976, 0.03247704356908798, 0.10532404482364655, 0.07572298496961594, 0.11968184262514114, 0.09997350722551346, 0.24851298332214355, 0.011488149873912334, 0.06420004367828369, -0.032999634742736816, -0.02733726240694523, -0.06570599228143692, -0.00579610513523221, -0.2540114223957062, 0.008461222983896732, -0.12070614844560623, -0.07079306989908218, 0.08004079014062881, 0.0427531823515892, -0.012098756618797779, 0.0418350026011467, -0.13006317615509033, -0.09156474471092224, 0.09356771409511566, 0.021984199061989784, -0.06411844491958618, 0.11156846582889557, 0.018745478242635727, 0.09291507303714752, -0.07468194514513016, 0.01502988301217556, -0.2090197205543518, -0.01442048605531454, -0.014374786987900734, 0.03779881075024605, -0.04287252947688103, -0.0036915738601237535, 0.02995927259325981, 0.1797143518924713, -0.09319325536489487, -0.04307885840535164, 0.12117055058479309, -0.09468989074230194, 0.06208038702607155, 0.05077962204813957, -0.030366582795977592, -0.01935560256242752, 0.08828385919332504, -0.03152809664607048, 0.08129709213972092, -0.18367542326450348, 0.032495465129613876, 0.15986162424087524, -0.13347002863883972, -0.013114535249769688, 0.19795629382133484, 0.029450785368680954, 0.1462547332048416, -0.08119288831949234, 0.057827427983284, 0.07591025531291962, -0.0006912010139785707, -0.18863071501255035, -0.05614807456731796, -0.04044385254383087, 0.04379971697926521, -0.051060162484645844, 0.0057240682654082775, 0.24657776951789856, 0.11656980216503143, 0.12623444199562073, -0.14966122806072235, -0.09700829535722733, 0.08555413037538528, -0.04101390764117241, 0.08651939779520035, -0.05011734738945961, 0.030016202479600906, 0.1479809284210205, -0.048227619379758835, -0.04223491996526718, -0.06731424480676651, -0.10599173605442047, 0.07424134761095047, 0.033727359026670456, 0.023506183177232742, 0.002899163868278265, -0.07428626716136932, -0.1346500664949417, -0.07707266509532928, 0.035039350390434265, -0.11400266736745834, -0.06728539615869522, 0.07124007493257523, 0.05222996696829796, -0.0846775695681572, 0.17466668784618378, -0.19652071595191956, -0.04410836845636368, 0.05337340757250786, -0.038104984909296036, 0.12553471326828003, 0.05254637822508812, 0.005998271517455578, -0.08092423528432846, -0.08481528609991074, -0.024223899468779564, 0.010825197212398052, 0.022649629041552544, 0.0200555007904768, -0.09215892851352692, -0.12085554748773575, -0.047280844300985336, 0.11358960717916489, -0.03135789558291435, 0.014854713343083858, 0.00370034365914762, 0.018705571070313454, -0.04061143845319748, -0.08247056603431702, -0.00314870267175138, 0.07205842435359955, -0.05704914778470993, 0.09556040167808533, -0.12716743350028992, -0.032803766429424286, -0.11847005039453506, -0.10596149414777756, -0.07655344903469086, 0.002731450367718935, -0.05362462252378464, -0.16817674040794373, 0.07817947119474411, -0.09535621106624603, -0.014740298502147198, -0.049793872982263565, -0.08532856404781342, 0.000933258212171495, 0.003620454575866461, -0.04355236142873764, -0.005211127921938896, -0.08077520877122879, 0.01607879251241684, 0.004205391276627779, 0.03035210818052292, 0.0003074300766456872, -0.08583880215883255, 0.10172973573207855, -0.07657928019762039, 0.10441143065690994, -0.14410902559757233, -0.004602230619639158, -0.05602342635393143, -0.01491575501859188, -0.09906574338674545, 0.06817928701639175, -0.09299551695585251, 0.10597716271877289, -0.029425790533423424, -0.019485367462038994, -0.0786677822470665, 0.04552531987428665, -0.0931471660733223, 0.20321650803089142, -0.05562833324074745, -0.07300861924886703, 0.09801363945007324, 0.030865062028169632, -0.029758505523204803, 0.1034223809838295, 0.07637201249599457, 0.012852326966822147, 0.06703384220600128, 0.33695754408836365, 0.013928722590208054, 0.09640197455883026, 0.01732678897678852, 0.1229400634765625, 0.04700224846601486, -0.10751000046730042, 0.02061939239501953, -0.07024229317903519, -0.01753428764641285, 0.04334143549203873, 0.19451174139976501, 0.03284945338964462, -0.015179788693785667, -0.0645400732755661, -0.048030395060777664, -0.057113345712423325, 0.09619283676147461, 0.07435884326696396, 0.09077099710702896, -0.11975722759962082, 0.022499343380331993, 0.013699160888791084, 0.04066412150859833, -0.025015171617269516, -0.010621491819620132, 0.030912412330508232, 0.012865263037383556, 0.0023182432632893324, 0.057406168431043625, -0.16716152429580688, -0.12165557593107224, 0.0472666397690773, 0.1336667835712433, 0.13589508831501007, 0.14611221849918365, 0.021949751302599907, -0.07515346258878708, -0.06476441770792007, 0.13157863914966583, -0.007978243753314018, -0.012167191132903099, -0.05041633918881416, -0.05803825333714485, 0.088697649538517, -0.018281999975442886, -0.12527920305728912, -0.13790512084960938, -0.01029028557240963, 0.018100492656230927, 0.018173575401306152, 0.011774192564189434, -0.01268792524933815, 0.0510394349694252, 0.0638238862156868, -0.037584178149700165, 0.007123808842152357, 0.04280655458569527, -0.15969501435756683, -0.04373043030500412, -0.020437272265553474, -0.017635051161050797, 0.11114402860403061, 0.17067483067512512, -0.04344790801405907, 0.04896603897213936, 0.025193551555275917, 0.017668211832642555, 0.04334956035017967, -0.04851410537958145, -0.11452888697385788, 0.002787260804325342, 0.07080893963575363, 0.09401492774486542, -0.0705595463514328, 0.030512426048517227, 0.028228137642145157, 0.02887457050383091, -0.011178437620401382, 0.20865364372730255, 0.15276440978050232, -0.18850253522396088, 0.1649329662322998, 0.14967624843120575, 0.037587620317935944, 0.20048943161964417, -0.025813166052103043, -0.03145142272114754, 0.13123555481433868, 0.024701738730072975, -0.09261863678693771, 0.02480517514050007, -0.26337650418281555, -0.0020129478070884943, 0.03008183464407921, 0.10282616317272186, 0.056430380791425705, -0.09668765217065811, -0.09796985238790512, -0.05383408069610596, -0.08244337886571884, -0.11285417526960373, 0.0330035574734211, 0.10400458425283432, 0.11488102376461029, 0.0075015476904809475, -0.039055291563272476, -0.03659116104245186, -0.07941316068172455, -0.04546626657247543, 0.12693674862384796, -0.08658339083194733, -0.20629821717739105, -0.11990805715322495, 0.031346552073955536, -0.13832849264144897, -0.020364850759506226, 0.0017361800419166684, -0.2240878790616989, -0.05007576197385788, -0.05993151664733887, 0.1962488293647766, -0.12808971107006073, -0.06852172315120697, 0.02497214823961258, 0.1340179294347763, -0.1143873855471611, -0.08631651848554611, -0.03774362429976463, -0.058059971779584885, 0.00040022929897531867, -0.020632503554224968, -0.21140502393245697, 0.05591646954417229, 0.22491438686847687, -0.007346248719841242, 0.013612298294901848, -0.00570716755464673, 0.16830974817276, -0.09242554008960724, 0.0001412232668371871, 0.06273446977138519, 0.08714400231838226, -0.03270670399069786, 0.2236509621143341, 0.08096291124820709, -0.06640773266553879, 0.02288946695625782, 0.1346743255853653, -0.0750671997666359, -0.28529006242752075, -0.149312362074852, -0.0988154485821724, 0.04284975677728653, 0.036430858075618744, 0.08259861916303635, -0.05723712220788002, -0.04679238051176071, 0.03605404123663902, 0.017338506877422333, 0.0006735791685059667, -0.020601920783519745, 0.24848194420337677, -0.03977144882082939, -0.008348646573722363, -0.07996977865695953, -0.056949034333229065, 0.06743839383125305, 0.07244602590799332, 0.19196318089962006, 0.11333213746547699, 0.17326664924621582, -0.04557670280337334, -0.04043219983577728, 0.02289547212421894, 0.07763690501451492, 0.04496054723858833, -0.0060490029864013195, -0.02078280597925186, -0.03676258400082588, 0.0872405469417572, 0.07996349036693573, 0.1446327567100525, -0.08557561784982681, -0.07104175537824631, -0.08364572376012802, 0.08861593902111053, 0.07475471496582031, 0.1940459907054901, -0.03482082858681679, 0.0925210639834404, 0.12479625642299652, -0.13859209418296814, -0.09236183017492294, 0.2107149064540863, 0.15889352560043335, -0.0004825482901651412, 0.08625996857881546, 0.06377555429935455, 0.14833253622055054, -0.03617814555764198, 0.07876893877983093, -0.15786799788475037, -0.10522470623254776, 0.0021082833409309387, 0.12379825860261917, -0.05334353446960449, 0.33450719714164734, 0.030887579545378685, -0.09290995448827744, -0.11128649860620499, -0.05499710142612457, -0.018594253808259964, 0.05734927952289581, 0.11923745274543762, 0.025202305987477303, 0.10938391834497452, -0.07786640524864197, -0.01020478829741478, 0.03077632561326027, 0.06845595687627792, 0.058468930423259735, -0.048037637025117874, -0.001464384258724749, 0.005934985354542732, 0.002495153807103634, -0.07232043147087097, -0.12673768401145935, -0.11944876611232758, -0.05285930633544922, 0.14218361675739288, -0.13430677354335785, 0.03670068457722664, -0.023206118494272232, 0.010894114151597023, 0.24294322729110718, -0.03865514695644379, -0.07775723934173584, -0.02598177269101143, -0.019756358116865158, 0.20375750958919525, -0.012733729556202888, -0.028590478003025055, -0.06974814832210541, -0.07772334665060043, -0.08865988999605179, -0.04315800219774246, 0.1452159583568573, 0.022533325478434563, 0.022686278447508812, -0.0366460457444191, 0.169721320271492, -0.10482228547334671, 0.04877616465091705, -0.04467061907052994, 0.000048182344471570104, 0.03639660030603409, -0.0812172219157219, -0.000783363007940352, 0.013385681435465813, -0.038351722061634064, 0.12949347496032715, -0.11272206157445908, 0.033243898302316666, -0.012024540454149246, -0.11857745051383972, 0.2822338044643402, 0.13677701354026794, 0.009846550412476063, 0.015692319720983505, 0.25109872221946716, -0.05093948543071747, -0.22463096678256989, -0.05128401890397072, -0.10390100628137589, 0.03442155942320824, -0.06649605929851532, -0.14925862848758698, 0.02959750033915043, 0.09337722510099411, 0.02467300184071064, 0.16784019768238068, -0.3853859007358551, -0.07207062840461731, 0.029232414439320564, -0.007044960279017687, 0.21928071975708008, -0.18014143407344818, -0.026426522061228752, -0.11685862392187119, -0.07732557505369186, 0.09573041647672653, 0.0041046240366995335, 0.12577004730701447, -0.03976748138666153, 0.11714620143175125, 0.0533776693046093, -0.051565155386924744, 0.13165892660617828, -0.009858662262558937, -0.017476510256528854, -0.022929923608899117, -0.21661929786205292, 0.11326248198747635, 0.02749883010983467, 0.019256776198744774, -0.11483298987150192, -0.03104015812277794, -0.07846151292324066, -0.0736095979809761, -0.10565290600061417, 0.0054991720244288445, 0.01659177616238594, -0.045202795416116714, -0.06051044538617134, -0.0066289762035012245, -0.08072710782289505, 0.008980142883956432, 0.2611881494522095, -0.07438888400793076, 0.08915343135595322, 0.030207615345716476, 0.12691663205623627, -0.13951842486858368, 0.05000535026192665, 0.0731104239821434, -0.006233150605112314, 0.10566134750843048, -0.26665619015693665, -0.010332626290619373, 0.16151069104671478, 0.04826129972934723, 0.04600641503930092, 0.032560572028160095, -0.027757886797189713, 0.027533721178770065, 0.14372992515563965, -0.0013453136198222637, -0.2562618553638458, -0.043431323021650314, -0.09009811282157898, -0.024571120738983154, -0.07181432843208313, 0.05884622782468796, 0.008648212999105453, 0.012028251774609089, 0.004115994554013014, -0.007969725877046585, -0.04885677620768547, 0.12627370655536652, 0.05226142331957817, 0.061804138123989105, -0.06219365820288658, 0.09958846867084503, 0.08496960252523422, -0.08341717720031738, -0.040083326399326324, 0.3004806935787201, -0.049827463924884796, -0.06060751527547836, -0.011757278814911842, -0.0397101491689682, 0.05829235538840294, -0.001346647972241044, -0.013816514983773232, -0.12693612277507782, 0.018382983282208443, 0.09335620701313019, -0.02292003482580185, 0.02815902605652809, -0.02715367265045643, -0.06581351161003113, 0.03218546882271767, 0.018800506368279457, -0.07048152387142181, -0.0545269213616848, -0.12344101071357727, -0.23520974814891815, -0.024558357894420624, 0.07778263092041016, -0.04014362394809723, -0.005717590916901827, -0.18022283911705017, 0.05385446548461914, -0.1841324418783188, -0.016794478520751, -0.03430987894535065, -0.004806648474186659, -0.07873943448066711, -0.005657453555613756, -0.06795547157526016, -0.07275290787220001, -0.11815096437931061, -0.04524186626076698, -0.03803139925003052, 0.12174571305513382, -0.013712501153349876, -0.002577270148321986, 0.058156006038188934, 0.01753142848610878, 0.09165193140506744, -0.020061833783984184, -0.10080809146165848, 0.12870462238788605, -0.050037186592817307, -0.0445522777736187, 0.17763693630695343, 0.09469591081142426, 0.039232853800058365, 0.1373642086982727, -0.017698856070637703, -0.010346547700464725, 0.20556005835533142, 0.07052569836378098, -0.11920090764760971, -0.11588414758443832, -0.004805064294487238, -0.12889710068702698, -0.24517415463924408, 0.02456830069422722, -0.05281679704785347, 0.12963706254959106, 0.01070770900696516, -0.0008676628349348903, 0.01750849559903145, 0.055121049284935, -0.04825453832745552, 0.020683513954281807, -0.0077671934850513935, -0.05283895507454872, 0.029858632013201714, -0.020840656012296677, 0.021519875153899193, 0.010465369559824467, 0.2438121885061264, -0.0003646194818429649, -0.005007465835660696, 0.05080707371234894, 0.06976020336151123, -0.07904298603534698, 0.010288466699421406, 0.2557913661003113, 0.11830846220254898, -0.03933476656675339, -0.03920445591211319, -0.04923015087842941, 0.047628212720155716, 0.1372639387845993, 0.15706665813922882, 0.15582914650440216, 0.0638141855597496, 0.025450587272644043, 0.06949196010828018, -0.03558589145541191, 0.008885400369763374, 0.1395091861486435, 0.09986259043216705, 0.09343819320201874, -0.09852048009634018, 0.012496726587414742, 0.1307527720928192, -0.005342395976185799, 0.04408719763159752, -0.07657384872436523, -0.08415966480970383, -0.13562828302383423, 0.032816994935274124, -0.08393777161836624, -0.14697720110416412, 0.06112716346979141, -0.08587395399808884, 0.04965997859835625, 0.06343401223421097, 0.10552918165922165, -0.0037506548687815666, 0.05201880261301994, 0.029285429045557976, -0.10600700229406357, 0.0489501990377903, -0.04200953617691994, 0.01280556246638298, 0.001888191676698625, -0.011967445723712444, -0.03647565096616745, -0.09282670170068741, -0.06894510239362717, 0.09036067128181458, -0.1753005087375641, -0.05474426597356796, -0.15683871507644653, -0.001757848309352994, -0.09369326382875443, 0.044813353568315506, 0.010990547947585583, 0.19515575468540192, 0.037494633346796036, -0.11959858238697052, -0.007833069190382957, 0.13681712746620178, -0.0447312593460083, -0.18823671340942383, -0.006429661531001329, 0.18690013885498047, -0.0501096136868, 0.07577813416719437, -0.09369213134050369, -0.09606683999300003, -0.11411474645137787, 0.2026662826538086, 0.2809244692325592, -0.04532378911972046, -0.019532999023795128, -0.04171638563275337, 0.030358726158738136, -0.03424259275197983, 0.13309316337108612, 0.03547409921884537, 0.20102223753929138, 0.030222291126847267, -0.05895187705755234, -0.012160686776041985, -0.030185019597411156, -0.19379988312721252, 0.07948697358369827, 0.12668709456920624, -0.06034529209136963, -0.08483632653951645, 0.16138707101345062, -0.1323118656873703, 0.24589569866657257, -0.02177085354924202, -0.18770885467529297, -0.108500637114048, -0.04685770347714424, -0.040249984711408615, -0.008661001920700073, 0.04103974252939224, -0.046219371259212494, -0.07881183177232742, -0.15020480751991272, 0.009035827592015266, -0.3089258074760437, -0.11565364897251129, 0.06318294256925583, 0.08673059940338135, 0.0718354731798172, 0.0030214593280106783, 0.09715155512094498, 0.019019246101379395, -0.005397971253842115, -0.02071283385157585, 0.07560871541500092, 0.06965406984090805, 0.08270721137523651, -0.03613146021962166, 0.04724595695734024, -0.014079408720135689, -0.015152406878769398, 0.06371764093637466, -0.023197103291749954, -0.037535659968853, 0.07442647963762283, -0.015085150487720966, -0.09495330601930618, 0.008005489595234394, -0.11560391634702682, 0.0706012174487114, 0.09965310245752335, 0.010818413458764553, -0.04534363001585007, -0.006129734683781862, 0.009372767992317677, -0.025772416964173317, -0.010004861280322075, -0.16901855170726776, -0.17053839564323425, -0.08328363299369812, 0.09340701252222061, -0.005496153142303228, -0.2207188755273819, 0.012395823374390602, -0.031032318249344826, 0.12160290032625198, -0.06815807521343231, 0.12233971059322357, 0.1265549212694168, -0.09517562389373779, 0.025795936584472656, -0.3992968797683716, 0.07824083417654037, 0.10937955230474472, -0.09467270970344543, -0.08881154656410217 ]
fe6c56666c2907859caa531e8eb4dd35717d8b20
# OpenSubtitles - Source: https://huggingface.co/datasets/open_subtitles - Num examples: 3,505,276 - Language: English ```python from datasets import load_dataset load_dataset("tdtunlp/open_subtitles_envi") ``` - Format for Translation task ```python def preprocess( sample, instruction_key="### Instruction:", input_key="Input:", response_key="<|endofprompt|>", end_key="<|endoftext|>", en2vi=True, ): if en2vi: if random.random() < 0.5: instruction = "Translate the following sentences from English into Vietnamese." else: instruction = "Dịch các câu sau từ tiếng Anh sang tiếng Việt." input = sample['en'].strip() response = sample['vi'].strip() else: if random.random() < 0.5: instruction = "Translate the following sentences from Vietnamese into English." else: instruction = "Dịch các câu sau từ tiếng Việt sang tiếng Anh." input = sample['vi'].strip() response = sample['en'].strip() return {'text': """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. {instruction_key} {instruction} {input_key} {input} {response_key} {response} {end_key}""".format( instruction_key=instruction_key, instruction=instruction, input_key=input_key, input=input, response_key=response_key, response=response, end_key=end_key, )} """ Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. ### Instruction: Dịch các câu sau từ tiếng Anh sang tiếng Việt. Input: Line up, I say! <|endofprompt|> Sắp hàng, nghe chưa! <|endoftext|> """ ```
vietgpt/open_subtitles_envi
[ "task_categories:translation", "size_categories:1M<n<10M", "language:en", "language:vi", "LM", "region:us" ]
2023-02-21T21:01:10+00:00
{"language": ["en", "vi"], "size_categories": ["1M<n<10M"], "task_categories": ["translation"], "dataset_info": {"features": [{"name": "en", "dtype": "string"}, {"name": "vi", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 280063489, "num_examples": 3505276}], "download_size": 176803145, "dataset_size": 280063489}, "tags": ["LM"]}
2023-07-03T16:52:41+00:00
[]
[ "en", "vi" ]
TAGS #task_categories-translation #size_categories-1M<n<10M #language-English #language-Vietnamese #LM #region-us
# OpenSubtitles - Source: URL - Num examples: 3,505,276 - Language: English - Format for Translation task
[ "# OpenSubtitles\n\n- Source: URL\n- Num examples: 3,505,276\n- Language: English\n\n\n\n- Format for Translation task" ]
[ "TAGS\n#task_categories-translation #size_categories-1M<n<10M #language-English #language-Vietnamese #LM #region-us \n", "# OpenSubtitles\n\n- Source: URL\n- Num examples: 3,505,276\n- Language: English\n\n\n\n- Format for Translation task" ]
[ 40, 28 ]
[ "passage: TAGS\n#task_categories-translation #size_categories-1M<n<10M #language-English #language-Vietnamese #LM #region-us \n# OpenSubtitles\n\n- Source: URL\n- Num examples: 3,505,276\n- Language: English\n\n\n\n- Format for Translation task" ]
[ -0.00006884895265102386, -0.000214308500289917, -0.0022123530507087708, 0.01643276959657669, 0.09043865650892258, 0.02555302530527115, 0.1232198178768158, 0.07598765194416046, 0.1187751293182373, 0.008297065272927284, 0.01194086018949747, -0.04198126494884491, 0.02745995484292507, 0.07348556071519852, -0.01757180504500866, -0.3245929479598999, 0.054357193410396576, -0.03961995244026184, -0.04787294194102287, 0.03910915553569794, 0.04861155524849892, 0.01039418950676918, 0.11111966520547867, -0.06350871920585632, -0.0015663140220567584, 0.08520926535129547, -0.0862618237733841, -0.06826062500476837, 0.032396771013736725, 0.041933223605155945, 0.05267588421702385, -0.0037354016676545143, 0.0015923806931823492, -0.21132300794124603, -0.02159631997346878, -0.04818639159202576, -0.005990893114358187, -0.07276321947574615, -0.023638011887669563, 0.0430106483399868, 0.20213821530342102, -0.21402901411056519, -0.034426942467689514, 0.10432766377925873, -0.06702762842178345, -0.06611014902591705, 0.040376074612140656, -0.04734460636973381, 0.044364042580127716, 0.046437643468379974, -0.030095554888248444, 0.12621313333511353, -0.18625712394714355, 0.08488289266824722, 0.16253453493118286, -0.264422208070755, -0.027440369129180908, 0.1485556811094284, 0.05364672839641571, 0.11862070113420486, -0.05608915537595749, 0.060330040752887726, 0.04723319411277771, -0.004339868668466806, -0.22217898070812225, -0.14004355669021606, -0.08900851756334305, -0.03597666323184967, -0.07472137361764908, 0.05882430076599121, 0.26720815896987915, 0.0988871306180954, 0.017382247373461723, -0.17712022364139557, -0.1123792827129364, 0.019718768075108528, -0.11641958355903625, 0.0318140909075737, 0.05028221383690834, 0.02489364705979824, 0.2033754140138626, -0.08111688494682312, -0.045368798077106476, -0.04198921099305153, -0.1554061621427536, -0.0437743216753006, 0.02681480534374714, -0.031772833317518234, 0.006654069293290377, -0.049215350300073624, -0.1550562083721161, -0.06068158894777298, 0.004869925789535046, -0.0974898710846901, -0.05293148756027222, 0.10926494002342224, 0.13468022644519806, -0.13084790110588074, 0.12077420204877853, -0.07824468612670898, -0.09436675906181335, 0.10016641020774841, -0.18730753660202026, 0.1125439703464508, 0.04699067026376724, 0.13483554124832153, -0.13502365350723267, -0.0704880803823471, 0.0073494678363204, -0.041722558438777924, 0.033105894923210144, 0.06229301169514656, -0.1460903137922287, -0.12247957289218903, -0.09746389836072922, 0.1211172491312027, -0.011064265854656696, 0.05797853693366051, -0.01740235649049282, -0.018467850983142853, 0.16569237411022186, -0.09004241973161697, -0.02275261841714382, -0.011161072179675102, -0.06044159457087517, 0.15288837254047394, 0.01131467055529356, 0.009561726823449135, -0.07929299771785736, -0.062056586146354675, -0.03386683762073517, 0.02322787046432495, -0.02153625339269638, -0.167748361825943, 0.07331065833568573, -0.08517947793006897, -0.0028942308854311705, -0.05769495293498039, -0.09712790697813034, -0.007703725714236498, 0.02976864203810692, -0.05733620375394821, 0.022524885833263397, -0.12758304178714752, 0.004956819582730532, -0.0054978057742118835, 0.016434168443083763, -0.036938879638910294, -0.06976566463708878, 0.043663788586854935, -0.05432136729359627, 0.15776701271533966, -0.15484613180160522, -0.011262153275310993, -0.09469624608755112, 0.07612535357475281, -0.23314645886421204, 0.1389312446117401, -0.17077744007110596, 0.1271573156118393, -0.06362566351890564, -0.04061564803123474, -0.039272185415029526, 0.07462938874959946, -0.12482002377510071, 0.16626396775245667, -0.07867826521396637, -0.02459782548248768, 0.28800487518310547, -0.038172539323568344, -0.06566542387008667, 0.10707172006368637, 0.0997963398694992, 0.03184938803315163, 0.00960700586438179, 0.2558061480522156, -0.024223536252975464, -0.0452420674264431, 0.09635891020298004, 0.16336195170879364, 0.06015413999557495, -0.04363128915429115, 0.09739980846643448, -0.0641794502735138, 0.05147489532828331, 0.027465101331472397, 0.08110245317220688, 0.048886124044656754, 0.0011267478112131357, -0.06916902959346771, 0.027063678950071335, -0.06050879508256912, 0.06397553533315659, 0.06369386613368988, 0.12107355147600174, -0.07443758845329285, -0.029386993497610092, 0.00929538905620575, 0.0267669465392828, 0.009900371544063091, 0.0049452693201601505, -0.08110616356134415, -0.054454442113637924, 0.0017465634737163782, 0.0639086663722992, -0.06444810330867767, -0.09106329083442688, 0.04616640880703926, 0.10933205485343933, 0.09790309518575668, 0.15961912274360657, 0.005094177555292845, -0.01423737034201622, -0.06354109942913055, 0.1086854636669159, 0.05879494920372963, -0.00834460835903883, 0.006064299494028091, -0.09089681506156921, 0.10637234896421432, -0.0018873648950830102, -0.07739944010972977, -0.13671152293682098, -0.03288129344582558, 0.07282059639692307, 0.012887461110949516, 0.0657770037651062, 0.07592598348855972, 0.08727587014436722, 0.1020486056804657, 0.017333872616291046, -0.0014034397900104523, 0.04028424620628357, -0.10346809029579163, -0.06321585923433304, 0.17477267980575562, -0.09412027150392532, 0.13267575204372406, 0.14175452291965485, -0.05040023475885391, -0.017772797495126724, 0.01760823465883732, -0.02258262038230896, -0.008464263752102852, -0.016954854130744934, 0.01826740801334381, -0.09826895594596863, 0.02702498994767666, 0.13313700258731842, -0.061090096831321716, 0.048938389867544174, 0.007609446067363024, -0.047269437462091446, -0.022527897730469704, 0.17835460603237152, 0.11194005608558655, -0.29229533672332764, 0.1599738746881485, 0.07971005886793137, 0.052275437861680984, 0.25299420952796936, -0.023045193403959274, 0.013218594714999199, 0.050025712698698044, 0.16905076801776886, -0.03257777541875839, 0.02780543453991413, -0.24577172100543976, 0.026452315971255302, 0.045363765209913254, 0.12265169620513916, 0.058554451912641525, -0.06850673258304596, -0.0821252092719078, -0.03547076880931854, -0.05912283435463905, -0.06937719881534576, 0.12822581827640533, 0.07019497454166412, 0.05999372527003288, 0.01609962433576584, 0.052554767578840256, -0.044298142194747925, -0.056300945580005646, -0.06489209830760956, 0.13453596830368042, -0.15287820994853973, -0.1933123916387558, -0.08255325257778168, -0.04513633996248245, -0.08950569480657578, -0.01798315905034542, 0.03995319455862045, -0.19472526013851166, -0.08362315595149994, -0.022702740505337715, 0.06889213621616364, -0.0839681401848793, -0.12015826255083084, 0.01808425784111023, 0.10921131074428558, -0.11105901002883911, -0.051664307713508606, -0.04366379976272583, -0.022528447210788727, -0.09457152336835861, 0.009854164905846119, -0.27694571018218994, 0.04257575795054436, 0.14777663350105286, 0.018387287855148315, 0.007929343730211258, -0.05424593389034271, 0.15468855202198029, -0.10381718724966049, -0.01781662367284298, 0.03864268213510513, 0.09691484272480011, 0.010464828461408615, 0.21127550303936005, 0.024535266682505608, -0.10433902591466904, 0.02604128047823906, 0.0923856645822525, -0.0845024585723877, -0.22734525799751282, -0.15945030748844147, -0.16575275361537933, 0.17926853895187378, -0.017123248428106308, 0.04510258510708809, -0.028003530576825142, -0.009075452573597431, 0.059397175908088684, 0.2019936442375183, 0.029798073694109917, -0.004886714741587639, 0.2942470908164978, -0.0355827733874321, -0.013055155985057354, -0.11756406724452972, -0.050859153270721436, 0.09563926607370377, 0.05201689153909683, 0.13371245563030243, 0.07988345623016357, 0.16008712351322174, 0.07964681088924408, -0.007993752136826515, 0.030686302110552788, 0.07984507083892822, -0.05462021380662918, -0.01661752536892891, -0.04019074887037277, -0.09245660901069641, 0.06340732425451279, 0.050256893038749695, 0.16022704541683197, -0.13029584288597107, -0.01730436086654663, 0.0357053242623806, 0.07759886980056763, 0.07562477141618729, 0.06857466697692871, 0.010238210670650005, 0.1076139509677887, 0.09110942482948303, -0.010207048617303371, -0.06345868110656738, 0.1726493239402771, 0.1905251443386078, -0.12472699582576752, 0.16530747711658478, 0.07685784250497818, 0.14535073935985565, -0.026587875559926033, 0.019113482907414436, -0.1780746728181839, -0.13220204412937164, 0.041050467640161514, 0.10377319902181625, -0.15190953016281128, 0.30026230216026306, 0.05645004287362099, -0.1042095422744751, -0.10225386172533035, -0.056907329708337784, 0.015041651204228401, 0.09262245893478394, 0.197633296251297, 0.0629604309797287, 0.07058601826429367, -0.09656745940446854, -0.07035204023122787, 0.005768974311649799, 0.0772722139954567, 0.07455757260322571, -0.0751546248793602, 0.0477663092315197, -0.05240046977996826, -0.06856886297464371, 0.11317511647939682, -0.08551844954490662, -0.15159311890602112, -0.030246611684560776, 0.14068405330181122, -0.11459708213806152, 0.021592140197753906, 0.01094710361212492, 0.0028332294896245003, 0.25264158844947815, -0.04527543485164642, -0.06288715451955795, -0.04140530154109001, -0.04605875536799431, 0.16852706670761108, -0.03524450957775116, 0.030595574527978897, -0.14035679399967194, -0.1382734775543213, -0.041551344096660614, -0.01137082651257515, 0.23293322324752808, -0.030325349420309067, 0.024611199274659157, -0.01933182030916214, 0.0871620699763298, -0.11607897281646729, 0.04219616949558258, -0.043026771396398544, -0.018328307196497917, 0.11249947547912598, -0.11881526559591293, -0.078789621591568, 0.08961468189954758, -0.046046216040849686, 0.17880235612392426, -0.19040250778198242, -0.07911339402198792, 0.03524142876267433, -0.15782171487808228, 0.2614665925502777, 0.20719440281391144, -0.0007685392047278583, 0.050483472645282745, 0.1288500875234604, -0.05205252394080162, -0.20753119885921478, -0.030736632645130157, -0.05895314738154411, 0.052612919360399246, 0.002540732268244028, -0.14245682954788208, -0.04902550205588341, -0.006691801827400923, 0.0008210748783312738, 0.16288596391677856, -0.28929799795150757, -0.11072475463151932, 0.04720863327383995, -0.017187459394335747, 0.2112163007259369, -0.1261516809463501, -0.0428568534553051, -0.06532475352287292, -0.2682882845401764, 0.10092505812644958, 0.04594462364912033, 0.08507421612739563, 0.04660365357995033, 0.0005949930055066943, 0.024034002795815468, -0.01055882591754198, 0.13479577004909515, -0.0209960974752903, -0.04066728428006172, -0.07188280671834946, -0.1368085741996765, 0.07311557233333588, 0.06208590045571327, 0.060788895934820175, -0.003161150962114334, -0.05117971450090408, -0.16069954633712769, -0.07694855332374573, -0.06160615012049675, -0.051120635122060776, 0.013719619251787663, -0.03902425244450569, -0.0568435937166214, 0.058532100170850754, 0.007528552785515785, 0.07362821698188782, 0.22373594343662262, -0.08301781117916107, 0.01901533640921116, 0.0832570269703865, 0.12318439036607742, -0.0640001893043518, 0.18581682443618774, -0.025033097714185715, 0.013306823559105396, 0.07585517317056656, -0.15803220868110657, 0.035976212471723557, 0.12960539758205414, -0.018057217821478844, 0.08611810952425003, -0.025603899732232094, -0.003649284364655614, 0.07519098371267319, 0.11321529746055603, 0.06462022662162781, -0.23137381672859192, -0.02281617932021618, 0.007848519831895828, 0.11523621529340744, -0.08120059967041016, 0.0015503159957006574, 0.011666963808238506, 0.013879087753593922, 0.024237997829914093, 0.005654830951243639, -0.0562092661857605, 0.058229461312294006, -0.019617656245827675, 0.06437134742736816, -0.0702994167804718, 0.11409898847341537, 0.11648251116275787, -0.19992414116859436, -0.012679504230618477, 0.27154824137687683, -0.11383407562971115, -0.0179228987544775, 0.0365431010723114, 0.025308486074209213, 0.05111851170659065, -0.023497875779867172, -0.019454794004559517, -0.08394186943769455, -0.013048315420746803, 0.0864335373044014, -0.00046446092892438173, 0.014827434904873371, 0.004697042983025312, -0.05681445077061653, 0.08508481085300446, -0.0024265823885798454, 0.025932304561138153, -0.034296970814466476, -0.10499610751867294, -0.21060863137245178, 0.05468682199716568, 0.17697255313396454, -0.040877148509025574, -0.023308461531996727, -0.19647005200386047, 0.04187782108783722, -0.154603511095047, 0.05388259142637253, -0.08199283480644226, -0.023672841489315033, -0.08903928846120834, -0.0406162403523922, -0.1135203167796135, -0.054082877933979034, -0.16548733413219452, -0.003342844545841217, -0.05902968347072601, 0.10910554230213165, 0.004295326769351959, -0.020347267389297485, 0.08221368491649628, 0.013886166736483574, 0.052124492824077606, -0.062273938208818436, -0.09340174496173859, 0.0753820389509201, -0.08055362105369568, -0.05800039321184158, 0.1393257975578308, 0.0608195997774601, 0.10362132638692856, 0.17481809854507446, -0.020315006375312805, 0.04776968061923981, 0.21986478567123413, 0.01759733445942402, -0.003911694046109915, -0.11928939819335938, -0.03378952294588089, -0.17105568945407867, -0.19059592485427856, 0.006455001886934042, -0.0022343136370182037, 0.02830588072538376, -0.04670461639761925, -0.03318659961223602, -0.0630585327744484, 0.06961177289485931, -0.01235431618988514, -0.03885282948613167, -0.029493477195501328, -0.010271946899592876, 0.12576331198215485, -0.04921093210577965, 0.019414832815527916, -0.006277741864323616, 0.2880878746509552, 0.015484916046261787, 0.05284998565912247, 0.05533644184470177, -0.038204386830329895, -0.03454773873090744, -0.024604912847280502, 0.19325970113277435, 0.09477370977401733, 0.006824600975960493, -0.060900501906871796, -0.04318461939692497, 0.005879860837012529, 0.0856187641620636, 0.10307913273572922, 0.1409214735031128, 0.03495326638221741, 0.05549021437764168, -0.0018777168588712811, -0.02309916913509369, -0.09946112334728241, 0.06329581141471863, 0.01575595512986183, 0.11179473996162415, -0.14096292853355408, -0.006986505351960659, 0.09696666151285172, -0.07607515901327133, 0.10823596268892288, 0.02394484169781208, -0.06558763980865479, -0.17394359409809113, -0.07790067046880722, -0.07743769139051437, -0.2136109620332718, 0.047738127410411835, -0.04523913562297821, 0.07609477639198303, -0.04881494119763374, 0.16990651190280914, 0.02587972767651081, 0.20623470842838287, -0.18641261756420135, -0.10151366144418716, 0.04749831184744835, -0.024466749280691147, 0.07332979887723923, 0.01754561811685562, 0.01828121393918991, -0.010326623916625977, -0.06255339831113815, -0.022744419053196907, 0.07999929785728455, -0.16030478477478027, -0.014702755957841873, -0.07855149358510971, 0.023104872554540634, -0.10356318950653076, 0.04062984883785248, 0.012124720960855484, 0.15185999870300293, 0.036957014352083206, -0.08542873710393906, -0.015734583139419556, 0.1074099913239479, -0.023486098274588585, -0.2508240342140198, -0.09368978440761566, 0.12494108080863953, -0.034515127539634705, 0.06291685998439789, -0.10225426405668259, -0.04970085993409157, -0.10676088184118271, 0.21423682570457458, 0.2620449364185333, -0.05571048706769943, -0.019298706203699112, 0.034737177193164825, 0.045232925564050674, -0.047004587948322296, 0.06924572587013245, 0.02256266586482525, 0.3156825304031372, 0.01592419669032097, -0.10040787607431412, -0.03008022904396057, -0.040763892233371735, -0.17800666391849518, -0.017633214592933655, 0.15053719282150269, -0.031444251537323, -0.030884381383657455, 0.16644665598869324, -0.17694902420043945, 0.16576051712036133, 0.05158356949687004, -0.2007320523262024, -0.09317527711391449, -0.07264477014541626, -0.006690069101750851, 0.12013396620750427, -0.0030338859651237726, -0.02314031310379505, -0.08949348330497742, -0.06424827128648758, 0.028669724240899086, -0.21013763546943665, -0.09580063074827194, -0.00939344521611929, 0.06533690541982651, 0.12307442724704742, -0.02039562724530697, 0.039801791310310364, 0.044986337423324585, -0.0006264860858209431, 0.03638429939746857, 0.06857514381408691, 0.05022355169057846, 0.04271410405635834, -0.039482783526182175, 0.019986126571893692, -0.0718277171254158, 0.05585141479969025, 0.03353434056043625, -0.03991740942001343, 0.04667239636182785, 0.1068662628531456, 0.009591230191290379, -0.09617796540260315, 0.04605104774236679, -0.1583111435174942, 0.05472907796502113, 0.14202144742012024, 0.03034619800746441, -0.008925552479922771, -0.025988059118390083, 0.04673737287521362, -0.015597375109791756, -0.06952570378780365, -0.1655472218990326, -0.12567010521888733, -0.004401198588311672, 0.0716124176979065, 0.09158927947282791, -0.19865745306015015, 0.021359143778681755, -0.059622544795274734, 0.13632728159427643, -0.08183668553829193, 0.09848345816135406, 0.08373147994279861, -0.03792780637741089, 0.007477563340216875, -0.5701261758804321, 0.0866551548242569, 0.05115926265716553, -0.07818256318569183, -0.06895104050636292 ]
62aff9ab74aa4b73a36c45a9f6c91279a57db5d3
# Ted Talks - Source: https://huggingface.co/datasets/ted_talks_iwslt - Num examples: 2,293 - Language: English ```python from datasets import load_dataset load_dataset("tdtunlp/ted_talks_iwslt_en") ```
vietgpt/ted_talks_iwslt_en
[ "task_categories:text-generation", "size_categories:1K<n<10K", "language:en", "LM", "region:us" ]
2023-02-21T21:22:06+00:00
{"language": ["en"], "size_categories": ["1K<n<10K"], "task_categories": ["text-generation"], "dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 27242341, "num_examples": 2293}], "download_size": 15366817, "dataset_size": 27242341}, "tags": ["LM"]}
2023-03-30T17:28:08+00:00
[]
[ "en" ]
TAGS #task_categories-text-generation #size_categories-1K<n<10K #language-English #LM #region-us
# Ted Talks - Source: URL - Num examples: 2,293 - Language: English
[ "# Ted Talks\n\n- Source: URL\n- Num examples: 2,293\n- Language: English" ]
[ "TAGS\n#task_categories-text-generation #size_categories-1K<n<10K #language-English #LM #region-us \n", "# Ted Talks\n\n- Source: URL\n- Num examples: 2,293\n- Language: English" ]
[ 35, 19 ]
[ "passage: TAGS\n#task_categories-text-generation #size_categories-1K<n<10K #language-English #LM #region-us \n# Ted Talks\n\n- Source: URL\n- Num examples: 2,293\n- Language: English" ]
[ 0.008657695725560188, 0.02814578264951706, -0.002127374056726694, 0.018098974600434303, 0.0647929385304451, 0.03771127387881279, 0.20101219415664673, 0.11779332906007767, 0.12542584538459778, 0.02822030894458294, 0.08849024027585983, 0.02355421707034111, -0.03346460312604904, 0.07159125059843063, 0.023001952096819878, -0.3483266532421112, 0.023736456409096718, -0.08501042425632477, 0.019887888804078102, 0.03071567974984646, 0.08282268792390823, -0.07698298245668411, -0.0041392226703464985, -0.12360399216413498, -0.05709849298000336, 0.06395886838436127, -0.015477552078664303, -0.0663732960820198, 0.08019296824932098, 0.07036319375038147, 0.08052568882703781, -0.049411676824092865, 0.01632685959339142, -0.2698131799697876, 0.008968004025518894, -0.021979093551635742, 0.04594690352678299, -0.015669699758291245, -0.005673213396221399, 0.06792482733726501, 0.22052183747291565, -0.049894899129867554, -0.03949727863073349, 0.1305038034915924, -0.09526720643043518, -0.006913297343999147, -0.00370112806558609, 0.1431984305381775, -0.026440627872943878, 0.045020900666713715, -0.047976959496736526, 0.15052205324172974, -0.120003841817379, 0.052325937896966934, 0.1242818832397461, -0.20057563483715057, -0.021152950823307037, 0.24125491082668304, 0.06448803097009659, 0.16869249939918518, -0.08613842725753784, 0.0725063756108284, 0.03832155838608742, -0.03887130320072174, -0.19168834388256073, -0.07919459789991379, -0.19903409481048584, 0.04736824706196785, -0.10480658710002899, 0.010460140183568, 0.196087047457695, 0.14398212730884552, 0.09532558172941208, -0.19524119794368744, -0.05519935116171837, -0.03321975842118263, -0.07737327367067337, 0.029411401599645615, -0.0352262482047081, 0.018539270386099815, 0.09001422673463821, -0.10016719251871109, -0.06658633053302765, -0.007461294997483492, -0.08891225606203079, 0.14677220582962036, 0.030040645971894264, 0.029504451900720596, -0.02346157841384411, -0.06784969568252563, -0.1389339417219162, -0.04903396591544151, 0.04506504535675049, -0.14154689013957977, -0.049494799226522446, 0.07395747303962708, 0.09291164577007294, -0.06394460052251816, 0.16863539814949036, -0.12310422956943512, -0.09256333112716675, 0.0023672895040363073, -0.014767499640583992, 0.10668624937534332, 0.05315529555082321, 0.12116028368473053, -0.07264076173305511, -0.052627235651016235, -0.02391231432557106, 0.003390582976862788, 0.055338118225336075, 0.011466316878795624, -0.17847159504890442, -0.03238396346569061, -0.11648698151111603, 0.13740429282188416, -0.06259575486183167, 0.026450861245393753, 0.02546326443552971, 0.0028750207275152206, -0.060725439339876175, -0.0370197519659996, 0.019995801150798798, 0.0650830939412117, -0.0004395053838379681, 0.1705358326435089, -0.11868198961019516, 0.016205690801143646, -0.06986714899539948, -0.06181744486093521, -0.07475991547107697, 0.006911266129463911, -0.04007774218916893, -0.143799290060997, 0.09155566990375519, -0.048369165509939194, -0.000726281083188951, -0.08526821434497833, 0.035072553902864456, -0.0029400282073765993, -0.044310856610536575, -0.008216255344450474, -0.03884721174836159, -0.08740609139204025, -0.014527576975524426, -0.030031077563762665, 0.039788343012332916, -0.007988822646439075, -0.07187758386135101, 0.06064916029572487, -0.09835562109947205, 0.09089116752147675, -0.09200097620487213, -0.004379983991384506, -0.010541204363107681, -0.0187617726624012, -0.15937814116477966, 0.056489720940589905, -0.1469898372888565, 0.15900534391403198, -0.008268984034657478, -0.022655384615063667, -0.0627848207950592, 0.08288784325122833, -0.10694582760334015, 0.17971265316009521, -0.01355081144720316, -0.05866758152842522, 0.22917896509170532, 0.009003565646708012, -0.006258704233914614, 0.10990185290575027, 0.022870993241667747, 0.04918510094285011, 0.06553991138935089, 0.38112422823905945, 0.03355478122830391, -0.03762166202068329, 0.05017713084816933, 0.19433462619781494, -0.009092548862099648, -0.026103008538484573, 0.07221062481403351, -0.060152195394039154, -0.009067737497389317, 0.01234167069196701, 0.2756223678588867, -0.004241956397891045, -0.027483893558382988, -0.0790332779288292, -0.018510984256863594, -0.051153551787137985, 0.08961636573076248, 0.0441860593855381, 0.09245315939188004, -0.10709673166275024, -0.039103128015995026, 0.09098371863365173, 0.07912619411945343, -0.008610348217189312, -0.014051426202058792, -0.019843725487589836, -0.06720669567584991, 0.024548372253775597, 0.03478037565946579, -0.06880182772874832, -0.13612861931324005, 0.041505973786115646, 0.1518249213695526, 0.20257140696048737, 0.28810083866119385, 0.010972995311021805, -0.06436184793710709, -0.06936036795377731, 0.14290739595890045, -0.009841748513281345, 0.00567591143772006, -0.08014202862977982, -0.0918341800570488, 0.10523228347301483, -0.05559830367565155, -0.05900290608406067, -0.1760803908109665, -0.01925303041934967, -0.001270218170247972, 0.026768319308757782, 0.0468449667096138, -0.0004102335951756686, 0.13376571238040924, 0.03872019797563553, 0.004884529393166304, 0.0029525579884648323, 0.03540392220020294, -0.13106387853622437, -0.12681616842746735, 0.060434550046920776, -0.10733921080827713, 0.09825944155454636, 0.1615554541349411, -0.01903403550386429, 0.030549410730600357, 0.014711739495396614, -0.0582837350666523, 0.015619625337421894, -0.02563718892633915, -0.11271782219409943, 0.03764045983552933, 0.019110416993498802, 0.07300552725791931, -0.05606892704963684, -0.015134323388338089, -0.0023562584538012743, 0.04041200131177902, -0.03873458877205849, 0.22332416474819183, 0.10512799769639969, -0.20873622596263885, 0.15240298211574554, 0.04249287396669388, 0.07915139198303223, 0.1965107023715973, -0.03799080848693848, -0.047249965369701385, 0.0928112044930458, 0.010612991638481617, -0.08666782081127167, 0.045985154807567596, -0.24871310591697693, 0.0201992429792881, 0.043271906673908234, 0.06449837982654572, 0.06224222108721733, -0.12601222097873688, -0.09708798676729202, -0.05624091997742653, -0.08751469850540161, -0.06923836469650269, 0.07584242522716522, 0.07328470051288605, 0.10190847516059875, 0.01538538932800293, -0.008451693691313267, -0.04105965048074722, -0.03932369872927666, -0.0835527703166008, 0.09878306090831757, -0.09975295513868332, -0.23071321845054626, -0.13739898800849915, 0.0687330812215805, -0.09089381992816925, -0.03706497699022293, 0.051724039018154144, -0.15295636653900146, -0.0665351077914238, -0.07412005960941315, 0.16709265112876892, -0.14886370301246643, -0.05190756916999817, -0.0005764868692494929, 0.08459408581256866, -0.14363892376422882, -0.1290246546268463, -0.02764270082116127, -0.052778687328100204, 0.0480157844722271, -0.03134038299322128, -0.16982097923755646, -0.004891271237283945, 0.28825509548187256, 0.03092717006802559, 0.01861942559480667, -0.08186601847410202, 0.1952519565820694, -0.0905677005648613, 0.038526780903339386, 0.07682125270366669, 0.01313004456460476, 0.01182293239980936, 0.19932322204113007, 0.07460837811231613, -0.041296083480119705, 0.03180623799562454, 0.05026182532310486, -0.08393514901399612, -0.3001136779785156, -0.10924321413040161, -0.10554729402065277, 0.1368643194437027, -0.011890492402017117, 0.08937022089958191, -0.002673917915672064, -0.04201791062951088, 0.001577319810166955, 0.04748304933309555, 0.016642194241285324, 0.013068679720163345, 0.22775666415691376, -0.08773353695869446, 0.0006490513915196061, -0.130641907453537, -0.08643056452274323, 0.08835536241531372, 0.0018319908995181322, 0.04678912088274956, 0.16180750727653503, 0.12054698169231415, -0.0157320573925972, -0.09280464798212051, 0.03843238577246666, 0.021904731169342995, 0.00616453867405653, -0.02859046496450901, -0.04940607771277428, -0.0687946304678917, 0.120589978992939, 0.11328217387199402, 0.1685575544834137, -0.1276189535856247, -0.021411066874861717, -0.08615830540657043, 0.082230344414711, -0.011928842402994633, 0.18178465962409973, -0.021142534911632538, -0.012430557049810886, 0.12364688515663147, -0.13416993618011475, -0.05359353870153427, 0.17911182343959808, 0.24413138628005981, -0.027798810973763466, 0.03523038327693939, 0.08055994659662247, 0.12903468310832977, -0.0222444050014019, 0.07354266196489334, -0.24738535284996033, -0.036961063742637634, -0.009010078385472298, 0.13998249173164368, -0.07014162093400955, 0.2600272297859192, 0.031757108867168427, -0.07734467834234238, -0.09553295373916626, -0.07235924154520035, 0.0065994407050311565, 0.09097251296043396, 0.09289437532424927, 0.04207768663764, -0.08005028963088989, -0.017484433948993683, -0.042599309235811234, -0.0027881909627467394, 0.09157503396272659, 0.07980173826217651, -0.07351924479007721, -0.016740435734391212, -0.03408675268292427, 0.022318467497825623, -0.03879036009311676, -0.10806997865438461, -0.0918387770652771, 0.012830736115574837, 0.19756458699703217, -0.06798359751701355, 0.027829622849822044, -0.015569186769425869, -0.09018974751234055, 0.20461787283420563, 0.03150445595383644, -0.03575636073946953, -0.03261469304561615, -0.01601557433605194, 0.1933717280626297, -0.0201756302267313, -0.019669894129037857, -0.06101495772600174, -0.0027305567637085915, -0.11418884247541428, -0.051851287484169006, 0.14363275468349457, -0.005240732338279486, -0.055422957986593246, -0.01863947883248329, 0.23077405989170074, -0.1359117329120636, 0.0973559021949768, -0.04221726953983307, -0.02501712180674076, 0.009449112229049206, -0.1169339120388031, 0.037210479378700256, 0.08841792494058609, -0.03640542924404144, 0.06502373516559601, -0.10410803556442261, 0.002910694107413292, -0.01609644666314125, -0.12401843816041946, 0.31121355295181274, 0.16298167407512665, -0.07773769646883011, 0.06074780970811844, 0.1520860493183136, -0.023517314344644547, -0.2606910467147827, -0.016805944964289665, -0.11217205971479416, -0.0003188529808539897, -0.0212312750518322, -0.09047574549913406, 0.02468193881213665, 0.05207985267043114, 0.005900224205106497, 0.24010516703128815, -0.31555554270744324, -0.11251165717840195, 0.04252465069293976, -0.015781037509441376, 0.24323999881744385, -0.16756509244441986, -0.06844638288021088, -0.055983398109674454, -0.04055819287896156, 0.11650750041007996, -0.040782831609249115, 0.12810711562633514, 0.04603267461061478, 0.15755178034305573, 0.046401247382164, -0.024707889184355736, 0.10408144444227219, -0.019922135397791862, -0.08244209736585617, -0.028564367443323135, -0.28817471861839294, 0.09468139708042145, -0.0010158589575439692, 0.010272936895489693, -0.11033317446708679, -0.01292862556874752, -0.1282864660024643, -0.06132739037275314, -0.04772143438458443, 0.01358814723789692, 0.004184807185083628, -0.06988834589719772, -0.13481849431991577, -0.03464263305068016, -0.061388347297906876, 0.01226652693003416, 0.287589967250824, -0.13416677713394165, 0.08763591200113297, 0.0347098745405674, 0.06955709308385849, -0.0492841936647892, 0.05919545143842697, 0.0077576101757586, -0.05050452798604965, 0.07042847573757172, -0.2635883092880249, -0.0031215394847095013, 0.15455032885074615, 0.008967713452875614, 0.0807405635714531, 0.006621089763939381, -0.023564403876662254, 0.02908930368721485, 0.0835268422961235, -0.03605448454618454, -0.30558332800865173, -0.07147111743688583, -0.11828606575727463, 0.010734060779213905, 0.0024150065146386623, 0.11991915106773376, 0.003657141700387001, 0.009390943683683872, 0.003922771662473679, -0.014166571199893951, -0.06538178026676178, -0.012346947565674782, 0.07985739409923553, 0.09147993475198746, -0.03967226669192314, 0.04520775377750397, 0.09439514577388763, -0.1369614452123642, -0.06250376254320145, 0.28433626890182495, -0.03648057579994202, -0.08488161116838455, -0.056157104671001434, -0.06884907931089401, 0.06401944160461426, 0.019202841445803642, -0.027011049911379814, -0.11091490089893341, 0.025984006002545357, 0.15657632052898407, -0.06238291412591934, 0.0007587234722450376, -0.013559111393988132, 0.01065230742096901, 0.05613671615719795, 0.028178798034787178, -0.11175206303596497, -0.04185820370912552, -0.12617813050746918, -0.03688666969537735, -0.018888909369707108, 0.10692683607339859, -0.0426204688847065, -0.026130618527531624, -0.23146316409111023, 0.03347170725464821, -0.09128822386264801, 0.036771103739738464, -0.0463961623609066, 0.006002115085721016, -0.04488323628902435, -0.058905720710754395, -0.05698278918862343, -0.040282778441905975, -0.1240987479686737, 0.026520133018493652, -0.03928908333182335, 0.14480993151664734, 0.01265556737780571, 0.028804441913962364, 0.03692585602402687, 0.026577018201351166, 0.14682209491729736, -0.004353607539087534, -0.09207411110401154, 0.10830996185541153, -0.10009502619504929, 0.03322898969054222, 0.15809789299964905, 0.08868615329265594, 0.04229418933391571, 0.1702786087989807, -0.04383762925863266, -0.03477822244167328, 0.2014862298965454, 0.060272056609392166, -0.12573343515396118, -0.12484687566757202, -0.009646473452448845, -0.11156214028596878, -0.23185139894485474, 0.011873814277350903, -0.07807338982820511, 0.03192358464002609, -0.042737722396850586, 0.030440770089626312, -0.011893942020833492, 0.07050975412130356, -0.02997981756925583, 0.030730020254850388, 0.02073359116911888, -0.07414502650499344, 0.037325307726860046, -0.0617721825838089, 0.02581373043358326, -0.0026782648637890816, 0.28164637088775635, 0.006976237054914236, -0.037529293447732925, 0.0674775242805481, -0.0226628128439188, 0.024051742628216743, 0.014337902888655663, 0.2966734766960144, 0.11122824996709824, -0.032274503260850906, -0.1507941484451294, -0.06319783627986908, 0.07623954117298126, 0.029755214229226112, 0.22200992703437805, 0.16099022328853607, 0.009761517867445946, 0.054809924215078354, 0.07721187174320221, 0.012210452929139137, -0.06835925579071045, 0.055982086807489395, 0.10381165891885757, 0.0617033876478672, -0.14499694108963013, 0.09968274086713791, 0.1760367751121521, -0.048810724169015884, 0.04706371948122978, -0.04610344022512436, -0.06666236370801926, -0.15417537093162537, -0.03215054050087929, -0.09974350035190582, -0.17395111918449402, 0.05801718682050705, -0.05135146155953407, 0.0688343346118927, -0.029693368822336197, 0.10517872124910355, -0.012245355173945427, 0.06616539508104324, -0.029160961508750916, -0.0557359978556633, 0.022895310074090958, 0.0042946552857756615, 0.04537486657500267, -0.04748557507991791, -0.018298111855983734, -0.026814140379428864, -0.07509292662143707, -0.011284388601779938, 0.03335578367114067, -0.13182248175144196, -0.07900425791740417, -0.14018625020980835, 0.0008773731533437967, -0.08964679390192032, 0.040997736155986786, 0.04250049591064453, 0.10721009969711304, 0.05225009098649025, -0.09403937309980392, -0.0318659283220768, 0.1341591477394104, -0.08163352310657501, -0.22809605300426483, -0.0037526809610426426, 0.1654045730829239, -0.05918526276946068, 0.10675472766160965, -0.11688775569200516, -0.1030050590634346, -0.11937125027179718, 0.30058184266090393, 0.3680720627307892, -0.03189313784241676, 0.0007139160297811031, -0.01993396505713463, 0.042526975274086, -0.030962271615862846, 0.12928535044193268, 0.008077614940702915, 0.22676736116409302, 0.08304208517074585, -0.07241702824831009, 0.012775025330483913, -0.021089034155011177, -0.1742449700832367, 0.07252629101276398, 0.06768575310707092, -0.07816044986248016, -0.04399089887738228, 0.14651410281658173, -0.21367357671260834, 0.08043763786554337, -0.032149240374565125, -0.18845485150814056, -0.07960154861211777, -0.045821696519851685, -0.004231325350701809, 0.02096082828938961, 0.03265976160764694, -0.03549083322286606, -0.09966791421175003, -0.13703304529190063, 0.02104698307812214, -0.27523699402809143, -0.06929697841405869, 0.04079142212867737, 0.037288468331098557, 0.0725104957818985, 0.008049567230045795, 0.09664583206176758, 0.032767727971076965, -0.01836629956960678, 0.004461119417101145, 0.09813723713159561, 0.10700618475675583, -0.07127587497234344, -0.05951188877224922, 0.03425915539264679, -0.053164467215538025, 0.09218213707208633, 0.038345545530319214, -0.10631981492042542, -0.04084374010562897, 0.10681427270174026, -0.08719787001609802, -0.06261982023715973, -0.0038363502826541662, -0.10895989090204239, 0.08841744810342789, 0.12032932788133621, 0.0008250109967775643, -0.07240761071443558, 0.05152638256549835, 0.01982022076845169, -0.002858083928003907, -0.04351884499192238, -0.13639959692955017, -0.11472082138061523, -0.10757751762866974, 0.06709426641464233, 0.053632866591215134, -0.26060375571250916, 0.021757962182164192, -0.04758533090353012, 0.14588485658168793, -0.08326355367898941, 0.08374731987714767, 0.20553052425384521, -0.09589095413684845, 0.014495163224637508, -0.48136162757873535, 0.08167152106761932, 0.10573020577430725, -0.10429681837558746, -0.04407822713255882 ]
4cc7f8afebc04cfae966086ee9286148c6c1001f
- This Dataset has been downloaded from PubMed - It has abstracts and titles that are related to Lung Cancer - the data has been cleaned before uploading - it could be used for any NLP task, such as Domain Adaptation
Gaborandi/Lung_Cancer_pubmed_abstracts
[ "region:us" ]
2023-02-21T22:14:05+00:00
{}
2023-02-21T23:20:11+00:00
[]
[]
TAGS #region-us
- This Dataset has been downloaded from PubMed - It has abstracts and titles that are related to Lung Cancer - the data has been cleaned before uploading - it could be used for any NLP task, such as Domain Adaptation
[]
[ "TAGS\n#region-us \n" ]
[ 6 ]
[ "passage: TAGS\n#region-us \n" ]
[ 0.024608636274933815, -0.026205500587821007, -0.009666500613093376, -0.10395516455173492, 0.08638657629489899, 0.059816278517246246, 0.01882290467619896, 0.020661840215325356, 0.23975107073783875, -0.005599027033895254, 0.1219947561621666, 0.0015615287702530622, -0.037353623658418655, 0.03733762726187706, -0.0035912662278860807, -0.17583473026752472, 0.03876631706953049, -0.018274923786520958, 0.01843859627842903, 0.026470553129911423, -0.07776834815740585, -0.07564429938793182, 0.015296397730708122, -0.10247814655303955, -0.083692267537117, 0.11002834886312485, 0.031466204673051834, -0.019670886918902397, 0.10779199749231339, -0.04243955761194229, 0.18699054419994354, -0.011512263678014278, -0.11213519424200058, -0.2536850869655609, 0.021806683391332626, -0.01765260472893715, -0.08747660368680954, 0.01506110467016697, 0.0665089413523674, -0.09014441072940826, -0.0588928684592247, 0.0795099288225174, -0.01132340170443058, 0.04246443510055542, -0.27593839168548584, -0.12684126198291779, -0.05297930911183357, -0.1421966552734375, 0.08651168644428253, 0.04035491496324539, 0.008764253929257393, 0.15506891906261444, -0.20897391438484192, 0.004104613792151213, 0.08255259692668915, -0.2538507878780365, 0.05591634660959244, 0.17671173810958862, 0.03623908758163452, 0.18037272989749908, 0.0060391901060938835, 0.11029672622680664, 0.0716743916273117, -0.024263937026262283, -0.17590197920799255, -0.08127854019403458, -0.04696211963891983, 0.16642488539218903, -0.06727185100317001, -0.14248386025428772, 0.34701237082481384, 0.00015008423360995948, 0.009657775051891804, 0.16921205818653107, -0.059524230659008026, -0.09972117841243744, 0.07259953022003174, 0.016484731808304787, 0.018492350354790688, 0.1471305936574936, 0.16307872533798218, -0.0458691343665123, -0.13837823271751404, -0.018630273640155792, -0.22798998653888702, 0.17510560154914856, -0.03248048573732376, 0.13137903809547424, -0.27447956800460815, 0.01684025302529335, -0.2570667266845703, 0.0032130838371813297, 0.04178816080093384, -0.06004921346902847, -0.0226522795855999, -0.013265985064208508, -0.08018817007541656, 0.004899587947875261, 0.06192673370242119, 0.1266920566558838, -0.06128726154565811, 0.06128238886594772, -0.09319206327199936, 0.141696035861969, 0.07166698575019836, 0.07868369668722153, 0.13037432730197906, 0.041205424815416336, -0.07187089323997498, -0.21872246265411377, -0.0026476888451725245, -0.06275863200426102, -0.09502086788415909, -0.0020165652967989445, -0.11606067419052124, 0.17244569957256317, -0.030802514404058456, -0.09825427830219269, -0.11208184063434601, 0.09148659557104111, -0.032992321997880936, -0.03437839448451996, -0.03552987426519394, -0.020977836102247238, 0.019381176680326462, 0.04704452306032181, -0.1548958420753479, -0.005131472367793322, 0.07039852440357208, 0.11502562463283539, -0.1346137970685959, -0.003783059772104025, -0.07908964157104492, 0.03039063885807991, 0.07654735445976257, -0.16510222852230072, 0.03158547356724739, -0.1124754324555397, -0.07531405985355377, 0.002912673633545637, -0.015710093080997467, -0.016202643513679504, 0.166526660323143, -0.0020451415330171585, 0.0714716836810112, -0.026345307007431984, -0.05890209600329399, -0.11243434250354767, -0.08489254862070084, 0.05390460044145584, 0.03670717030763626, 0.03266148269176483, -0.2193479984998703, 0.014805203303694725, -0.12762966752052307, 0.1360815018415451, -0.10566820204257965, -0.04705966264009476, -0.022842247039079666, 0.20562705397605896, 0.037286072969436646, 0.08762791007757187, -0.22171171009540558, 0.039756543934345245, -0.05404696613550186, 0.18480908870697021, -0.1502426266670227, -0.0799463614821434, 0.20813211798667908, -0.07964949309825897, -0.10115210711956024, 0.021235812455415726, 0.020391687750816345, 0.026287272572517395, 0.0766737088561058, 0.4564172327518463, -0.09766800701618195, -0.09146861732006073, 0.10178250074386597, 0.17055274546146393, -0.12427149713039398, -0.1827561855316162, 0.06446871906518936, -0.16666454076766968, -0.1973118633031845, 0.0018917324487119913, 0.09222044050693512, 0.038269978016614914, -0.07875611633062363, -0.020746968686580658, 0.06325206160545349, -0.0007678253459744155, 0.09095914661884308, 0.03755716234445572, 0.09034032374620438, -0.08716782182455063, 0.11115926504135132, -0.05017651244997978, 0.004037132486701012, 0.1343354731798172, 0.027325427159667015, -0.03223329409956932, 0.08694463223218918, -0.0485352948307991, 0.05295134335756302, -0.1662379503250122, -0.15068690478801727, 0.03398871049284935, 0.06283251196146011, 0.03186952322721481, 0.1280253529548645, 0.08141885697841644, -0.10732853412628174, 0.022690722718834877, -0.004228927195072174, 0.058398615568876266, 0.03891623765230179, 0.006107209715992212, 0.008764320984482765, 0.0961301177740097, -0.10607069730758667, -0.13589619100093842, -0.07336436957120895, -0.014715781435370445, 0.14371353387832642, -0.0302802175283432, 0.07690227776765823, -0.004240254405885935, 0.00013200697139836848, 0.06930823624134064, 0.08137880265712738, 0.016412746161222458, 0.08971183747053146, -0.05237193778157234, -0.05160155147314072, 0.10863113403320312, -0.13533565402030945, 0.17837053537368774, 0.14053137600421906, -0.20532016456127167, 0.029453208670020103, -0.06838275492191315, 0.03670361638069153, -0.008162540383636951, 0.0975119024515152, -0.08272241055965424, -0.02106042578816414, 0.013134466484189034, 0.0052274600602686405, -0.013007243163883686, 0.017682146281003952, -0.07295988500118256, -0.07787393033504486, -0.10233919322490692, 0.08436838537454605, 0.11562882363796234, -0.10282530635595322, 0.14214380085468292, 0.4384984076023102, 0.11495281755924225, 0.21582984924316406, -0.09581480920314789, -0.0412987545132637, 0.007486371789127588, 0.0001535322517156601, -0.04476691037416458, 0.08031861484050751, -0.15973517298698425, -0.038901735097169876, 0.027348900213837624, 0.07128690183162689, 0.11475157737731934, -0.14959022402763367, -0.09639324247837067, -0.00793045200407505, 0.0022841424215584993, -0.1249532699584961, 0.023905446752905846, -0.03974650055170059, 0.04015624523162842, 0.07232289016246796, -0.021535737439990044, 0.13939237594604492, -0.04166141897439957, -0.0639561116695404, 0.07585346698760986, -0.2017085999250412, -0.23179671168327332, -0.12309670448303223, -0.14680525660514832, 0.04366797208786011, 0.05154111236333847, 0.01726446859538555, -0.17635835707187653, -0.015074856579303741, 0.07706750929355621, 0.07820965349674225, -0.20886357128620148, -0.022814949974417686, -0.004290030337870121, 0.0895976573228836, -0.10227091610431671, -0.0017130117630586028, -0.04419664293527603, -0.10150232166051865, 0.0017003051470965147, 0.07279510796070099, -0.137485533952713, 0.13807645440101624, 0.21589438617229462, 0.07225540280342102, 0.07359948754310608, -0.019093448296189308, 0.09936179965734482, -0.10856141895055771, -0.16549113392829895, 0.08348225057125092, -0.06234746053814888, 0.047262318432331085, 0.17534415423870087, 0.03307317942380905, -0.13904969394207, -0.015682822093367577, -0.0402069091796875, -0.15603256225585938, -0.238995760679245, -0.09178274869918823, -0.1182505264878273, 0.16442428529262543, 0.0009358620154671371, 0.06651917099952698, 0.08258313685655594, -0.022042419761419296, 0.16447891294956207, -0.07379321753978729, -0.07578866183757782, -0.006978808436542749, 0.12375060468912125, -0.056660156697034836, -0.03080669604241848, -0.10566964000463486, -0.008295975625514984, 0.1151021271944046, 0.15304014086723328, 0.12214863300323486, 0.2957419455051422, 0.08268889784812927, 0.026645636186003685, 0.08958091586828232, 0.17622539401054382, 0.09495089203119278, 0.07838419824838638, -0.045413073152303696, -0.014814783819019794, 0.014317171648144722, -0.04022889584302902, 0.010141594335436821, 0.14683100581169128, -0.2679629921913147, -0.006678564939647913, -0.2710230350494385, 0.0965198427438736, -0.10913380235433578, 0.11837165057659149, -0.01015760749578476, 0.10194015502929688, 0.11082887649536133, 0.03233652561903, -0.03858073800802231, 0.16613617539405823, 0.08450309932231903, -0.11277695000171661, 0.001758623169735074, 0.03737903758883476, 0.09715615212917328, -0.02818971499800682, 0.12721189856529236, -0.11048974841833115, -0.1464834064245224, 0.013753619976341724, 0.07152791321277618, -0.15373679995536804, 0.3138748109340668, 0.012069208547472954, -0.13481520116329193, -0.01481647603213787, -0.09957809001207352, -0.006440147757530212, 0.1254177987575531, 0.09333524852991104, 0.07935678958892822, -0.2185502052307129, -0.13339371979236603, 0.05872276425361633, -0.00575496768578887, 0.22408108413219452, -0.034034017473459244, -0.11356475204229355, -0.027013886719942093, 0.04241163283586502, -0.06043251231312752, 0.08524788916110992, 0.023536119610071182, -0.08113526552915573, -0.032957352697849274, 0.05323701351881027, 0.012368366122245789, 0.00524376705288887, 0.09360801428556442, 0.020107939839363098, -0.0009265501867048442, 0.01785753294825554, 0.047885000705718994, -0.0675911232829094, -0.1984109878540039, 0.09357594698667526, -0.05215044692158699, 0.0015536568826064467, -0.08013670891523361, -0.15122665464878082, -0.08837161958217621, -0.16009655594825745, 0.12540200352668762, -0.034406669437885284, 0.12700119614601135, -0.06619787961244583, 0.17341409623622894, -0.07871770113706589, 0.04481020197272301, -0.047349292784929276, 0.050332702696323395, -0.007268077693879604, -0.07756082713603973, 0.16585899889469147, -0.15564003586769104, 0.01809087023139, 0.19572502374649048, -0.018915493041276932, 0.07177707552909851, 0.021322092041373253, -0.0636206790804863, 0.23147478699684143, 0.3014698624610901, 0.008138049393892288, 0.1665448248386383, 0.3018903136253357, -0.07466315478086472, -0.2642788887023926, -0.05505012720823288, -0.2841376066207886, -0.05371501296758652, 0.10716094076633453, -0.22523896396160126, 0.06986407935619354, 0.14383509755134583, -0.06471995264291763, 0.30228954553604126, -0.21825523674488068, 0.012589273042976856, 0.15434536337852478, -0.08868814259767532, 0.5515313148498535, -0.1133413165807724, -0.17677772045135498, -0.008122089318931103, -0.08741296827793121, 0.10602109134197235, -0.0340677872300148, 0.06877441704273224, 0.013465235009789467, 0.04797380417585373, 0.048932258039712906, -0.03111894056200981, 0.22701001167297363, 0.008710170164704323, 0.09015397727489471, -0.07378865778446198, -0.18624304234981537, 0.11639340221881866, -0.04359482601284981, -0.08891059458255768, 0.0849778801202774, -0.05942516401410103, -0.11078983545303345, 0.04663389176130295, -0.07950539886951447, -0.024862350896000862, 0.08423490077257156, -0.04678233340382576, -0.042606171220541, -0.008054176345467567, -0.1618063747882843, -0.0002289071271661669, 0.31360217928886414, -0.07096036523580551, 0.16695955395698547, 0.03677211329340935, 0.00038613268407061696, -0.11027684062719345, 0.030288029462099075, -0.05203165486454964, -0.021576624363660812, 0.09578979015350342, -0.11096979677677155, 0.03204701095819473, 0.14160704612731934, -0.04864364117383957, 0.05846960097551346, 0.09256096184253693, -0.0849417969584465, 0.007583672646433115, 0.17753590643405914, -0.17537221312522888, -0.1273445188999176, -0.006135711446404457, -0.09862716495990753, 0.14055661857128143, 0.04394126310944557, 0.05191568285226822, 0.16669964790344238, 0.03967129811644554, -0.029474308714270592, -0.02817419543862343, -0.1153380498290062, -0.0201893113553524, 0.040153320878744125, 0.00045633706031367183, -0.08791285753250122, 0.2262638509273529, 0.06409153342247009, -0.1328488290309906, -0.051157206296920776, 0.2161225974559784, -0.06805316358804703, -0.04911920800805092, -0.223562553524971, 0.10752306133508682, -0.07112517952919006, -0.0965060144662857, 0.05453834682703018, -0.02270081453025341, 0.005106312222778797, 0.181985542178154, 0.03941008821129799, 0.11070270836353302, 0.03738937899470329, -0.02448922023177147, 0.15798696875572205, -0.142850860953331, -0.14191335439682007, -0.025354057550430298, -0.08757315576076508, -0.13844476640224457, -0.026804137974977493, 0.1617041826248169, -0.09177309274673462, -0.14772607386112213, -0.2621181011199951, 0.10968475043773651, -0.16432365775108337, -0.10192688554525375, -0.03469514101743698, -0.08968492597341537, 0.0696166530251503, 0.030301768332719803, -0.03093348816037178, -0.06706760823726654, -0.18593791127204895, 0.0816768929362297, 0.06349513679742813, 0.045533183962106705, -0.017847947776317596, 0.0067379772663116455, 0.1720137596130371, 0.025955144315958023, 0.10040043294429779, 0.16762186586856842, 0.011397695168852806, 0.2246655523777008, -0.1671202927827835, -0.11496317386627197, 0.1336962729692459, -0.026543032377958298, 0.06762003898620605, 0.16792191565036774, -0.0772583931684494, 0.015526676550507545, -0.028136352077126503, 0.07066910713911057, -0.11003983020782471, -0.105624258518219, 0.007937257178127766, 0.02567129209637642, -0.2755882740020752, -0.005599735304713249, -0.19717298448085785, 0.14788752794265747, 0.02579621411859989, 0.03297143429517746, 0.10257530212402344, 0.10404334217309952, 0.08312062919139862, -0.0017710148822516203, 0.03226327523589134, -0.1176818460226059, 0.02753005363047123, -0.059239376336336136, -0.020663779228925705, 0.017624232918024063, 0.36952024698257446, -0.03603357449173927, -0.046802736818790436, 0.003710439894348383, 0.1307835876941681, -0.02139742486178875, 0.017395347356796265, 0.13209912180900574, 0.12607666850090027, -0.08595693111419678, -0.1504845917224884, 0.04888554662466049, -0.04565655067563057, -0.02836887165904045, 0.1464131623506546, 0.05905961990356445, 0.1050296202301979, 0.0908031314611435, -0.014463032595813274, -0.00318976235575974, 0.012856799177825451, -0.15486004948616028, 0.06223496049642563, -0.010558074340224266, 0.012565906159579754, 0.017934376373887062, 0.15238402783870697, -0.005540105979889631, 0.07739730179309845, -0.09889880567789078, 0.004208535887300968, -0.13498884439468384, -0.07913459837436676, 0.03617347031831741, -0.13393273949623108, 0.04141177982091904, -0.01871878281235695, 0.029611799865961075, 0.30386561155319214, 0.02558239921927452, -0.020639164373278618, 0.12512871623039246, -0.1214587539434433, -0.12050267308950424, -0.001594188273884356, -0.029960084706544876, 0.0791488066315651, -0.02633434161543846, -0.0997740775346756, -0.1001306027173996, -0.15166029334068298, -0.09759195148944855, 0.05182836204767227, -0.04993441700935364, -0.059362251311540604, -0.17634081840515137, -0.05707859992980957, -0.05147340148687363, 0.14025864005088806, -0.12263951450586319, 0.15159130096435547, -0.014490418136119843, 0.004084470681846142, 0.04405883327126503, 0.1950942426919937, -0.03644494712352753, 0.08714226633310318, 0.0154351145029068, 0.1522706001996994, -0.05119588226079941, 0.14720745384693146, -0.10931728035211563, -0.04014137014746666, -0.06710435450077057, 0.21513493359088898, 0.25630924105644226, -0.06136954948306084, -0.008937356993556023, -0.012760217301547527, 0.058654606342315674, 0.1073930487036705, 0.16049085557460785, 0.002326392102986574, 0.2802925705909729, -0.03133585304021835, 0.04815128445625305, 0.02901598811149597, 0.013607407920062542, -0.06336209923028946, 0.03397751972079277, 0.07539387792348862, -0.035039983689785004, -0.1412304788827896, 0.15837742388248444, -0.21980468928813934, 0.18157227337360382, 0.11640069633722305, -0.19996967911720276, -0.013728445395827293, -0.04882071167230606, 0.1689416468143463, -0.0856364443898201, 0.1637246012687683, -0.0903693437576294, -0.2108195722103119, -0.2056000679731369, 0.03867346793413162, -0.34623071551322937, -0.254462867975235, 0.10422009229660034, 0.1488201916217804, 0.04015883058309555, -0.018507536500692368, -0.019967829808592796, -0.018367022275924683, 0.04877542704343796, -0.0067357709631323814, 0.06014643982052803, 0.031397558748722076, -0.02988368645310402, -0.24127542972564697, -0.029804671183228493, 0.023964406922459602, -0.07093082368373871, 0.07464958727359772, -0.06874357163906097, -0.022495782002806664, 0.08059766888618469, -0.03066304884850979, 0.03298592567443848, -0.035373736172914505, -0.16326889395713806, 0.027529051527380943, 0.03900543600320816, 0.036012712866067886, 0.00634160777553916, 0.0008072225609794259, -0.03455270454287529, 0.0644603744149208, -0.16716794669628143, -0.16015739738941193, 0.14140215516090393, -0.06745140254497528, 0.2779497504234314, -0.05812826007604599, -0.0809100940823555, 0.04766704887151718, -0.03426874056458473, 0.1807648241519928, -0.07756473124027252, 0.047254521399736404, 0.12766779959201813, 0.011127962730824947, 0.03121316432952881, -0.3092964291572571, 0.11082969605922699, -0.000795336440205574, -0.006093299947679043, -0.07581598311662674 ]
049b6d3855cf4f9c75489457e5e7f66864501348
- This Dataset has been downloaded from PubMed - It has abstracts and titles that are related to type 2 DM - the data has been cleaned before uploading - it could be used for any NLP task, such as Domain Adaptation
Gaborandi/diabetes_mellitus_type2_pubmed_abstracts
[ "region:us" ]
2023-02-21T22:22:15+00:00
{}
2023-02-21T23:10:29+00:00
[]
[]
TAGS #region-us
- This Dataset has been downloaded from PubMed - It has abstracts and titles that are related to type 2 DM - the data has been cleaned before uploading - it could be used for any NLP task, such as Domain Adaptation
[]
[ "TAGS\n#region-us \n" ]
[ 6 ]
[ "passage: TAGS\n#region-us \n" ]
[ 0.024608636274933815, -0.026205500587821007, -0.009666500613093376, -0.10395516455173492, 0.08638657629489899, 0.059816278517246246, 0.01882290467619896, 0.020661840215325356, 0.23975107073783875, -0.005599027033895254, 0.1219947561621666, 0.0015615287702530622, -0.037353623658418655, 0.03733762726187706, -0.0035912662278860807, -0.17583473026752472, 0.03876631706953049, -0.018274923786520958, 0.01843859627842903, 0.026470553129911423, -0.07776834815740585, -0.07564429938793182, 0.015296397730708122, -0.10247814655303955, -0.083692267537117, 0.11002834886312485, 0.031466204673051834, -0.019670886918902397, 0.10779199749231339, -0.04243955761194229, 0.18699054419994354, -0.011512263678014278, -0.11213519424200058, -0.2536850869655609, 0.021806683391332626, -0.01765260472893715, -0.08747660368680954, 0.01506110467016697, 0.0665089413523674, -0.09014441072940826, -0.0588928684592247, 0.0795099288225174, -0.01132340170443058, 0.04246443510055542, -0.27593839168548584, -0.12684126198291779, -0.05297930911183357, -0.1421966552734375, 0.08651168644428253, 0.04035491496324539, 0.008764253929257393, 0.15506891906261444, -0.20897391438484192, 0.004104613792151213, 0.08255259692668915, -0.2538507878780365, 0.05591634660959244, 0.17671173810958862, 0.03623908758163452, 0.18037272989749908, 0.0060391901060938835, 0.11029672622680664, 0.0716743916273117, -0.024263937026262283, -0.17590197920799255, -0.08127854019403458, -0.04696211963891983, 0.16642488539218903, -0.06727185100317001, -0.14248386025428772, 0.34701237082481384, 0.00015008423360995948, 0.009657775051891804, 0.16921205818653107, -0.059524230659008026, -0.09972117841243744, 0.07259953022003174, 0.016484731808304787, 0.018492350354790688, 0.1471305936574936, 0.16307872533798218, -0.0458691343665123, -0.13837823271751404, -0.018630273640155792, -0.22798998653888702, 0.17510560154914856, -0.03248048573732376, 0.13137903809547424, -0.27447956800460815, 0.01684025302529335, -0.2570667266845703, 0.0032130838371813297, 0.04178816080093384, -0.06004921346902847, -0.0226522795855999, -0.013265985064208508, -0.08018817007541656, 0.004899587947875261, 0.06192673370242119, 0.1266920566558838, -0.06128726154565811, 0.06128238886594772, -0.09319206327199936, 0.141696035861969, 0.07166698575019836, 0.07868369668722153, 0.13037432730197906, 0.041205424815416336, -0.07187089323997498, -0.21872246265411377, -0.0026476888451725245, -0.06275863200426102, -0.09502086788415909, -0.0020165652967989445, -0.11606067419052124, 0.17244569957256317, -0.030802514404058456, -0.09825427830219269, -0.11208184063434601, 0.09148659557104111, -0.032992321997880936, -0.03437839448451996, -0.03552987426519394, -0.020977836102247238, 0.019381176680326462, 0.04704452306032181, -0.1548958420753479, -0.005131472367793322, 0.07039852440357208, 0.11502562463283539, -0.1346137970685959, -0.003783059772104025, -0.07908964157104492, 0.03039063885807991, 0.07654735445976257, -0.16510222852230072, 0.03158547356724739, -0.1124754324555397, -0.07531405985355377, 0.002912673633545637, -0.015710093080997467, -0.016202643513679504, 0.166526660323143, -0.0020451415330171585, 0.0714716836810112, -0.026345307007431984, -0.05890209600329399, -0.11243434250354767, -0.08489254862070084, 0.05390460044145584, 0.03670717030763626, 0.03266148269176483, -0.2193479984998703, 0.014805203303694725, -0.12762966752052307, 0.1360815018415451, -0.10566820204257965, -0.04705966264009476, -0.022842247039079666, 0.20562705397605896, 0.037286072969436646, 0.08762791007757187, -0.22171171009540558, 0.039756543934345245, -0.05404696613550186, 0.18480908870697021, -0.1502426266670227, -0.0799463614821434, 0.20813211798667908, -0.07964949309825897, -0.10115210711956024, 0.021235812455415726, 0.020391687750816345, 0.026287272572517395, 0.0766737088561058, 0.4564172327518463, -0.09766800701618195, -0.09146861732006073, 0.10178250074386597, 0.17055274546146393, -0.12427149713039398, -0.1827561855316162, 0.06446871906518936, -0.16666454076766968, -0.1973118633031845, 0.0018917324487119913, 0.09222044050693512, 0.038269978016614914, -0.07875611633062363, -0.020746968686580658, 0.06325206160545349, -0.0007678253459744155, 0.09095914661884308, 0.03755716234445572, 0.09034032374620438, -0.08716782182455063, 0.11115926504135132, -0.05017651244997978, 0.004037132486701012, 0.1343354731798172, 0.027325427159667015, -0.03223329409956932, 0.08694463223218918, -0.0485352948307991, 0.05295134335756302, -0.1662379503250122, -0.15068690478801727, 0.03398871049284935, 0.06283251196146011, 0.03186952322721481, 0.1280253529548645, 0.08141885697841644, -0.10732853412628174, 0.022690722718834877, -0.004228927195072174, 0.058398615568876266, 0.03891623765230179, 0.006107209715992212, 0.008764320984482765, 0.0961301177740097, -0.10607069730758667, -0.13589619100093842, -0.07336436957120895, -0.014715781435370445, 0.14371353387832642, -0.0302802175283432, 0.07690227776765823, -0.004240254405885935, 0.00013200697139836848, 0.06930823624134064, 0.08137880265712738, 0.016412746161222458, 0.08971183747053146, -0.05237193778157234, -0.05160155147314072, 0.10863113403320312, -0.13533565402030945, 0.17837053537368774, 0.14053137600421906, -0.20532016456127167, 0.029453208670020103, -0.06838275492191315, 0.03670361638069153, -0.008162540383636951, 0.0975119024515152, -0.08272241055965424, -0.02106042578816414, 0.013134466484189034, 0.0052274600602686405, -0.013007243163883686, 0.017682146281003952, -0.07295988500118256, -0.07787393033504486, -0.10233919322490692, 0.08436838537454605, 0.11562882363796234, -0.10282530635595322, 0.14214380085468292, 0.4384984076023102, 0.11495281755924225, 0.21582984924316406, -0.09581480920314789, -0.0412987545132637, 0.007486371789127588, 0.0001535322517156601, -0.04476691037416458, 0.08031861484050751, -0.15973517298698425, -0.038901735097169876, 0.027348900213837624, 0.07128690183162689, 0.11475157737731934, -0.14959022402763367, -0.09639324247837067, -0.00793045200407505, 0.0022841424215584993, -0.1249532699584961, 0.023905446752905846, -0.03974650055170059, 0.04015624523162842, 0.07232289016246796, -0.021535737439990044, 0.13939237594604492, -0.04166141897439957, -0.0639561116695404, 0.07585346698760986, -0.2017085999250412, -0.23179671168327332, -0.12309670448303223, -0.14680525660514832, 0.04366797208786011, 0.05154111236333847, 0.01726446859538555, -0.17635835707187653, -0.015074856579303741, 0.07706750929355621, 0.07820965349674225, -0.20886357128620148, -0.022814949974417686, -0.004290030337870121, 0.0895976573228836, -0.10227091610431671, -0.0017130117630586028, -0.04419664293527603, -0.10150232166051865, 0.0017003051470965147, 0.07279510796070099, -0.137485533952713, 0.13807645440101624, 0.21589438617229462, 0.07225540280342102, 0.07359948754310608, -0.019093448296189308, 0.09936179965734482, -0.10856141895055771, -0.16549113392829895, 0.08348225057125092, -0.06234746053814888, 0.047262318432331085, 0.17534415423870087, 0.03307317942380905, -0.13904969394207, -0.015682822093367577, -0.0402069091796875, -0.15603256225585938, -0.238995760679245, -0.09178274869918823, -0.1182505264878273, 0.16442428529262543, 0.0009358620154671371, 0.06651917099952698, 0.08258313685655594, -0.022042419761419296, 0.16447891294956207, -0.07379321753978729, -0.07578866183757782, -0.006978808436542749, 0.12375060468912125, -0.056660156697034836, -0.03080669604241848, -0.10566964000463486, -0.008295975625514984, 0.1151021271944046, 0.15304014086723328, 0.12214863300323486, 0.2957419455051422, 0.08268889784812927, 0.026645636186003685, 0.08958091586828232, 0.17622539401054382, 0.09495089203119278, 0.07838419824838638, -0.045413073152303696, -0.014814783819019794, 0.014317171648144722, -0.04022889584302902, 0.010141594335436821, 0.14683100581169128, -0.2679629921913147, -0.006678564939647913, -0.2710230350494385, 0.0965198427438736, -0.10913380235433578, 0.11837165057659149, -0.01015760749578476, 0.10194015502929688, 0.11082887649536133, 0.03233652561903, -0.03858073800802231, 0.16613617539405823, 0.08450309932231903, -0.11277695000171661, 0.001758623169735074, 0.03737903758883476, 0.09715615212917328, -0.02818971499800682, 0.12721189856529236, -0.11048974841833115, -0.1464834064245224, 0.013753619976341724, 0.07152791321277618, -0.15373679995536804, 0.3138748109340668, 0.012069208547472954, -0.13481520116329193, -0.01481647603213787, -0.09957809001207352, -0.006440147757530212, 0.1254177987575531, 0.09333524852991104, 0.07935678958892822, -0.2185502052307129, -0.13339371979236603, 0.05872276425361633, -0.00575496768578887, 0.22408108413219452, -0.034034017473459244, -0.11356475204229355, -0.027013886719942093, 0.04241163283586502, -0.06043251231312752, 0.08524788916110992, 0.023536119610071182, -0.08113526552915573, -0.032957352697849274, 0.05323701351881027, 0.012368366122245789, 0.00524376705288887, 0.09360801428556442, 0.020107939839363098, -0.0009265501867048442, 0.01785753294825554, 0.047885000705718994, -0.0675911232829094, -0.1984109878540039, 0.09357594698667526, -0.05215044692158699, 0.0015536568826064467, -0.08013670891523361, -0.15122665464878082, -0.08837161958217621, -0.16009655594825745, 0.12540200352668762, -0.034406669437885284, 0.12700119614601135, -0.06619787961244583, 0.17341409623622894, -0.07871770113706589, 0.04481020197272301, -0.047349292784929276, 0.050332702696323395, -0.007268077693879604, -0.07756082713603973, 0.16585899889469147, -0.15564003586769104, 0.01809087023139, 0.19572502374649048, -0.018915493041276932, 0.07177707552909851, 0.021322092041373253, -0.0636206790804863, 0.23147478699684143, 0.3014698624610901, 0.008138049393892288, 0.1665448248386383, 0.3018903136253357, -0.07466315478086472, -0.2642788887023926, -0.05505012720823288, -0.2841376066207886, -0.05371501296758652, 0.10716094076633453, -0.22523896396160126, 0.06986407935619354, 0.14383509755134583, -0.06471995264291763, 0.30228954553604126, -0.21825523674488068, 0.012589273042976856, 0.15434536337852478, -0.08868814259767532, 0.5515313148498535, -0.1133413165807724, -0.17677772045135498, -0.008122089318931103, -0.08741296827793121, 0.10602109134197235, -0.0340677872300148, 0.06877441704273224, 0.013465235009789467, 0.04797380417585373, 0.048932258039712906, -0.03111894056200981, 0.22701001167297363, 0.008710170164704323, 0.09015397727489471, -0.07378865778446198, -0.18624304234981537, 0.11639340221881866, -0.04359482601284981, -0.08891059458255768, 0.0849778801202774, -0.05942516401410103, -0.11078983545303345, 0.04663389176130295, -0.07950539886951447, -0.024862350896000862, 0.08423490077257156, -0.04678233340382576, -0.042606171220541, -0.008054176345467567, -0.1618063747882843, -0.0002289071271661669, 0.31360217928886414, -0.07096036523580551, 0.16695955395698547, 0.03677211329340935, 0.00038613268407061696, -0.11027684062719345, 0.030288029462099075, -0.05203165486454964, -0.021576624363660812, 0.09578979015350342, -0.11096979677677155, 0.03204701095819473, 0.14160704612731934, -0.04864364117383957, 0.05846960097551346, 0.09256096184253693, -0.0849417969584465, 0.007583672646433115, 0.17753590643405914, -0.17537221312522888, -0.1273445188999176, -0.006135711446404457, -0.09862716495990753, 0.14055661857128143, 0.04394126310944557, 0.05191568285226822, 0.16669964790344238, 0.03967129811644554, -0.029474308714270592, -0.02817419543862343, -0.1153380498290062, -0.0201893113553524, 0.040153320878744125, 0.00045633706031367183, -0.08791285753250122, 0.2262638509273529, 0.06409153342247009, -0.1328488290309906, -0.051157206296920776, 0.2161225974559784, -0.06805316358804703, -0.04911920800805092, -0.223562553524971, 0.10752306133508682, -0.07112517952919006, -0.0965060144662857, 0.05453834682703018, -0.02270081453025341, 0.005106312222778797, 0.181985542178154, 0.03941008821129799, 0.11070270836353302, 0.03738937899470329, -0.02448922023177147, 0.15798696875572205, -0.142850860953331, -0.14191335439682007, -0.025354057550430298, -0.08757315576076508, -0.13844476640224457, -0.026804137974977493, 0.1617041826248169, -0.09177309274673462, -0.14772607386112213, -0.2621181011199951, 0.10968475043773651, -0.16432365775108337, -0.10192688554525375, -0.03469514101743698, -0.08968492597341537, 0.0696166530251503, 0.030301768332719803, -0.03093348816037178, -0.06706760823726654, -0.18593791127204895, 0.0816768929362297, 0.06349513679742813, 0.045533183962106705, -0.017847947776317596, 0.0067379772663116455, 0.1720137596130371, 0.025955144315958023, 0.10040043294429779, 0.16762186586856842, 0.011397695168852806, 0.2246655523777008, -0.1671202927827835, -0.11496317386627197, 0.1336962729692459, -0.026543032377958298, 0.06762003898620605, 0.16792191565036774, -0.0772583931684494, 0.015526676550507545, -0.028136352077126503, 0.07066910713911057, -0.11003983020782471, -0.105624258518219, 0.007937257178127766, 0.02567129209637642, -0.2755882740020752, -0.005599735304713249, -0.19717298448085785, 0.14788752794265747, 0.02579621411859989, 0.03297143429517746, 0.10257530212402344, 0.10404334217309952, 0.08312062919139862, -0.0017710148822516203, 0.03226327523589134, -0.1176818460226059, 0.02753005363047123, -0.059239376336336136, -0.020663779228925705, 0.017624232918024063, 0.36952024698257446, -0.03603357449173927, -0.046802736818790436, 0.003710439894348383, 0.1307835876941681, -0.02139742486178875, 0.017395347356796265, 0.13209912180900574, 0.12607666850090027, -0.08595693111419678, -0.1504845917224884, 0.04888554662466049, -0.04565655067563057, -0.02836887165904045, 0.1464131623506546, 0.05905961990356445, 0.1050296202301979, 0.0908031314611435, -0.014463032595813274, -0.00318976235575974, 0.012856799177825451, -0.15486004948616028, 0.06223496049642563, -0.010558074340224266, 0.012565906159579754, 0.017934376373887062, 0.15238402783870697, -0.005540105979889631, 0.07739730179309845, -0.09889880567789078, 0.004208535887300968, -0.13498884439468384, -0.07913459837436676, 0.03617347031831741, -0.13393273949623108, 0.04141177982091904, -0.01871878281235695, 0.029611799865961075, 0.30386561155319214, 0.02558239921927452, -0.020639164373278618, 0.12512871623039246, -0.1214587539434433, -0.12050267308950424, -0.001594188273884356, -0.029960084706544876, 0.0791488066315651, -0.02633434161543846, -0.0997740775346756, -0.1001306027173996, -0.15166029334068298, -0.09759195148944855, 0.05182836204767227, -0.04993441700935364, -0.059362251311540604, -0.17634081840515137, -0.05707859992980957, -0.05147340148687363, 0.14025864005088806, -0.12263951450586319, 0.15159130096435547, -0.014490418136119843, 0.004084470681846142, 0.04405883327126503, 0.1950942426919937, -0.03644494712352753, 0.08714226633310318, 0.0154351145029068, 0.1522706001996994, -0.05119588226079941, 0.14720745384693146, -0.10931728035211563, -0.04014137014746666, -0.06710435450077057, 0.21513493359088898, 0.25630924105644226, -0.06136954948306084, -0.008937356993556023, -0.012760217301547527, 0.058654606342315674, 0.1073930487036705, 0.16049085557460785, 0.002326392102986574, 0.2802925705909729, -0.03133585304021835, 0.04815128445625305, 0.02901598811149597, 0.013607407920062542, -0.06336209923028946, 0.03397751972079277, 0.07539387792348862, -0.035039983689785004, -0.1412304788827896, 0.15837742388248444, -0.21980468928813934, 0.18157227337360382, 0.11640069633722305, -0.19996967911720276, -0.013728445395827293, -0.04882071167230606, 0.1689416468143463, -0.0856364443898201, 0.1637246012687683, -0.0903693437576294, -0.2108195722103119, -0.2056000679731369, 0.03867346793413162, -0.34623071551322937, -0.254462867975235, 0.10422009229660034, 0.1488201916217804, 0.04015883058309555, -0.018507536500692368, -0.019967829808592796, -0.018367022275924683, 0.04877542704343796, -0.0067357709631323814, 0.06014643982052803, 0.031397558748722076, -0.02988368645310402, -0.24127542972564697, -0.029804671183228493, 0.023964406922459602, -0.07093082368373871, 0.07464958727359772, -0.06874357163906097, -0.022495782002806664, 0.08059766888618469, -0.03066304884850979, 0.03298592567443848, -0.035373736172914505, -0.16326889395713806, 0.027529051527380943, 0.03900543600320816, 0.036012712866067886, 0.00634160777553916, 0.0008072225609794259, -0.03455270454287529, 0.0644603744149208, -0.16716794669628143, -0.16015739738941193, 0.14140215516090393, -0.06745140254497528, 0.2779497504234314, -0.05812826007604599, -0.0809100940823555, 0.04766704887151718, -0.03426874056458473, 0.1807648241519928, -0.07756473124027252, 0.047254521399736404, 0.12766779959201813, 0.011127962730824947, 0.03121316432952881, -0.3092964291572571, 0.11082969605922699, -0.000795336440205574, -0.006093299947679043, -0.07581598311662674 ]
1bd89a6d51f3a71656e17e3aec8c209c49b7ba10
# Dataset Card for "trivia_qa_wiki_validation" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
manu/trivia_qa_wiki
[ "region:us" ]
2023-02-21T22:25:14+00:00
{"dataset_info": {"features": [{"name": "question", "dtype": "string"}, {"name": "question_id", "dtype": "string"}, {"name": "question_source", "dtype": "string"}, {"name": "entity_pages", "sequence": [{"name": "doc_source", "dtype": "string"}, {"name": "filename", "dtype": "string"}, {"name": "title", "dtype": "string"}, {"name": "wiki_context", "dtype": "string"}]}, {"name": "search_results", "sequence": [{"name": "description", "dtype": "string"}, {"name": "filename", "dtype": "string"}, {"name": "rank", "dtype": "int32"}, {"name": "title", "dtype": "string"}, {"name": "url", "dtype": "string"}, {"name": "search_context", "dtype": "string"}]}, {"name": "answer", "struct": [{"name": "aliases", "sequence": "string"}, {"name": "normalized_aliases", "sequence": "string"}, {"name": "matched_wiki_entity_name", "dtype": "string"}, {"name": "normalized_matched_wiki_entity_name", "dtype": "string"}, {"name": "normalized_value", "dtype": "string"}, {"name": "type", "dtype": "string"}, {"name": "value", "dtype": "string"}]}], "splits": [{"name": "validation", "num_bytes": 430166050, "num_examples": 7993}], "download_size": 234775285, "dataset_size": 430166050}}
2023-02-21T22:25:45+00:00
[]
[]
TAGS #region-us
# Dataset Card for "trivia_qa_wiki_validation" More Information needed
[ "# Dataset Card for \"trivia_qa_wiki_validation\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"trivia_qa_wiki_validation\"\n\nMore Information needed" ]
[ 6, 20 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"trivia_qa_wiki_validation\"\n\nMore Information needed" ]
[ -0.061438363045454025, 0.11777889728546143, -0.0035654266830533743, -0.006201757118105888, -0.007722392212599516, 0.10271874815225601, 0.09183046221733093, 0.10460449755191803, 0.1527872085571289, -0.06240195408463478, 0.13530921936035156, -0.0037002922035753727, 0.1173829585313797, 0.10004410892724991, -0.08931615203619003, -0.019616059958934784, 0.0861031711101532, 0.00850576814264059, 0.05212611332535744, 0.10969950258731842, -0.02101096138358116, -0.06186877191066742, 0.023896465077996254, -0.05851348489522934, -0.18318703770637512, 0.08564306795597076, 0.02804497815668583, -0.10670430213212967, 0.13689257204532623, -0.05167556554079056, 0.10196968913078308, 0.0729149654507637, -0.05428342893719673, -0.2269042581319809, 0.05607980862259865, -0.023715993389487267, -0.07201708108186722, 0.004932061303406954, -0.03026861883699894, -0.01728321798145771, -0.1453249305486679, 0.12290333956480026, -0.05314498022198677, 0.02954157628118992, -0.14057956635951996, -0.175718754529953, -0.15268748998641968, -0.010957944206893444, 0.03383548930287361, -0.02607506513595581, 0.015430889092385769, 0.19977524876594543, -0.20656535029411316, 0.057090941816568375, 0.023660831153392792, -0.21640516817569733, 0.028962884098291397, 0.12023568153381348, -0.052455153316259384, 0.07591544836759567, -0.042290784418582916, 0.12507161498069763, 0.1395946443080902, -0.013948868028819561, -0.11157944798469543, -0.06415426731109619, -0.1357307881116867, 0.08810734748840332, 0.006563540082424879, -0.05980541929602623, 0.28359997272491455, 0.07817427068948746, -0.037737950682640076, 0.08992109447717667, 0.020211273804306984, 0.027804868295788765, 0.08298370242118835, 0.04299590736627579, -0.0004218638059683144, 0.00015384555445052683, 0.0538262277841568, 0.027481742203235626, -0.08934604376554489, -0.16131286323070526, -0.18452541530132294, 0.0472281314432621, -0.0027623886708170176, 0.15238428115844727, -0.20986102521419525, -0.011965053156018257, -0.09384358674287796, -0.11089587211608887, -0.09397000819444656, -0.09676086157560349, -0.027942726388573647, -0.04849668964743614, 0.01175718568265438, 0.1318335235118866, 0.22318992018699646, 0.024878842756152153, 0.0007885575178079307, 0.01306373905390501, -0.11803137511014938, 0.10896190255880356, 0.16457132995128632, 0.036371346563100815, -0.01945715770125389, 0.06649081408977509, 0.03330844268202782, -0.06559809297323227, -0.0677095428109169, -0.04522942751646042, -0.0031190132722258568, -0.010552886873483658, 0.015133875422179699, 0.18708594143390656, -0.057354170829057693, -0.08959680050611496, -0.02513202093541622, 0.05123444274067879, 0.07088828831911087, -0.10091902315616608, -0.050752606242895126, 0.0165153406560421, -0.07247766852378845, 0.10462117195129395, -0.12723495066165924, 0.007141393609344959, 0.03415463864803314, 0.03722698614001274, -0.047583650797605515, -0.013453567400574684, 0.07837863266468048, 0.016671188175678253, 0.0902271568775177, -0.14407584071159363, 0.1035311296582222, -0.13355280458927155, -0.16600602865219116, 0.012605790048837662, -0.01900661736726761, -0.010906998999416828, 0.12033981829881668, 0.06143444404006004, 0.029167501255869865, -0.05531606823205948, -0.03544420376420021, 0.04733097553253174, -0.12227503210306168, 0.1257663071155548, -0.008822011761367321, 0.05904271453619003, -0.21314358711242676, 0.005156909581273794, -0.12311579287052155, 0.05806078016757965, -0.010077725164592266, -0.01226300373673439, -0.1286531388759613, 0.058536551892757416, -0.08792822808027267, 0.013723713345825672, -0.040173135697841644, -0.0030612056143581867, -0.01393074356019497, 0.15859712660312653, -0.16626565158367157, 0.0016793619142845273, 0.2152971476316452, -0.11958403885364532, -0.3048231899738312, 0.09001639485359192, -0.023080535233020782, 0.049050770699977875, 0.06267662346363068, 0.3575538992881775, 0.03266248479485512, -0.11402196437120438, -0.057166315615177155, 0.10320564359426498, -0.07878665626049042, -0.10024826973676682, 0.03386210650205612, 0.017977384850382805, -0.13051095604896545, 0.02357006072998047, 0.07980659604072571, -0.004360365681350231, -0.05684216693043709, -0.10192635655403137, -0.04771316796541214, -0.16491036117076874, 0.031184803694486618, -0.030879084020853043, 0.037601176649332047, -0.030272096395492554, 0.09544671326875687, -0.1329658478498459, 0.05357405170798302, 0.045672427862882614, -0.04065873846411705, -0.06705410778522491, 0.15670143067836761, -0.15748688578605652, 0.03721747547388077, -0.09694401174783707, -0.08571641147136688, 0.020634230226278305, -0.015549824573099613, -0.002200403017923236, 0.0006221840740181506, 0.035628728568553925, -0.09250976145267487, 0.01993773691356182, -0.01740734465420246, 0.028026800602674484, 0.06375144422054291, 0.004940303508192301, 0.0549340583384037, 0.07008509337902069, -0.08896207809448242, -0.06413295120000839, 0.016313450410962105, -0.10164906084537506, 0.14861935377120972, 0.014499742537736893, 0.0016299396520480514, 0.06788758933544159, 0.06835439801216125, 0.028552358970046043, 0.0034663842525333166, -0.02004069834947586, 0.0015694372123107314, -0.029343171045184135, -0.016651352867484093, 0.05193128064274788, 0.040431175380945206, 0.25443172454833984, 0.1326746642589569, 0.04650811851024628, 0.027775565162301064, -0.0941430851817131, 0.02288595400750637, 0.0034276768565177917, -0.10935885459184647, 0.03299780562520027, -0.055734481662511826, -0.015373396687209606, 0.00011913875641766936, -0.09402470290660858, 0.006943226791918278, 0.06516022980213165, -0.012519371695816517, -0.09244804084300995, 0.05283435061573982, 0.129357248544693, -0.28898733854293823, 0.10267940908670425, 0.2808469533920288, 0.09856126457452774, 0.11094727367162704, -0.10015365481376648, -0.07391335815191269, 0.049960117787122726, -0.01404236163944006, -0.06399734318256378, 0.23796077072620392, -0.02391842007637024, 0.027739103883504868, 0.0719318836927414, 0.003951793070882559, 0.02659084089100361, -0.11979369819164276, -0.1273714154958725, -0.05268387123942375, -0.03455711901187897, -0.2762242257595062, 0.06979235261678696, 0.032915450632572174, 0.11791467666625977, 0.0164133682847023, 0.025723224505782127, 0.08412288129329681, -0.026504794135689735, -0.0417821891605854, 0.16503183543682098, -0.09369371831417084, -0.17516003549098969, 0.013362708501517773, -0.04370099678635597, 0.015364645048975945, -0.0767730101943016, 0.027056101709604263, -0.18032415211200714, 0.010132004506886005, 0.04041032865643501, -0.08158097416162491, -0.14948903024196625, -0.0031361680012196302, -0.03214576095342636, 0.00007775438280077651, -0.10624668002128601, -0.07619357854127884, -0.017254594713449478, -0.0350915789604187, 0.019939403980970383, 0.12946061789989471, -0.12833119928836823, 0.1250603049993515, 0.03909112140536308, -0.07695771753787994, 0.061955776065588, -0.042251985520124435, 0.23538707196712494, -0.10127582401037216, 0.05091412737965584, 0.10337315499782562, -0.036154720932245255, 0.03264690935611725, 0.10991031676530838, 0.0065892837010324, -0.13338512182235718, 0.025046177208423615, -0.013885971158742905, -0.14351193606853485, -0.2680507004261017, -0.030289771035313606, 0.04247377812862396, 0.0917525589466095, 0.008345812559127808, 0.062493834644556046, -0.007969390600919724, 0.13472852110862732, 0.09241493046283722, -0.09775684773921967, -0.1507660299539566, -0.088435597717762, -0.048474084585905075, 0.03248482942581177, -0.03512275218963623, -0.15863603353500366, 0.056727852672338486, 0.09756267070770264, 0.31231167912483215, 0.12369043380022049, 0.051546573638916016, -0.028513090685009956, 0.0847281962633133, 0.2395564764738083, 0.13706888258457184, 0.13435901701450348, 0.046239811927080154, -0.04226185381412506, 0.06241094321012497, 0.04265160486102104, -0.01570793427526951, 0.00984242744743824, 0.11373557895421982, -0.06837628781795502, 0.0014217023272067308, -0.1526987999677658, 0.07871309667825699, 0.05374760553240776, 0.0827602669596672, -0.08627714961767197, 0.046801626682281494, 0.013560268096625805, 0.05585947260260582, -0.053791411221027374, 0.11811889708042145, 0.04151657968759537, -0.12437895685434341, 0.07428064197301865, 0.039682529866695404, 0.09703066945075989, -0.007491759490221739, 0.0014550222549587488, -0.06947782635688782, -0.19119355082511902, -0.05359707772731781, 0.12249147146940231, -0.2711271643638611, 0.23673073947429657, 0.05676009878516197, -0.012640317901968956, -0.09254140406847, -0.09839509427547455, 0.011845939792692661, 0.07728657871484756, 0.18550872802734375, -0.0012740374077111483, 0.0692773163318634, -0.1382277011871338, -0.0524028055369854, 0.11207065731287003, 0.07972753793001175, 0.039000894874334335, -0.06126438453793526, 0.078280970454216, 0.09315773844718933, -0.13363909721374512, 0.0009352346532978117, -0.12104646116495132, -0.01285579428076744, -0.06412384659051895, 0.048277609050273895, 0.0038162055425345898, -0.006186115555465221, 0.015880241990089417, -0.2543467879295349, 0.0027382969856262207, 0.05326218530535698, -0.0625433474779129, -0.07357028126716614, -0.01968667283654213, 0.08238966017961502, -0.04933931678533554, -0.07102576643228531, -0.05197602137923241, -0.049769219011068344, -0.07697157561779022, -0.17741850018501282, 0.040546756237745285, -0.0550750270485878, 0.06892119348049164, -0.02939424477517605, 0.0381101630628109, -0.04242866113781929, 0.012117717415094376, 0.08815659582614899, -0.022667258977890015, -0.0301743745803833, -0.10317602008581161, 0.15390631556510925, -0.24010314047336578, -0.014110533520579338, 0.14440812170505524, 0.07069683074951172, 0.029447268694639206, -0.05267224460840225, -0.03764660283923149, 0.16740046441555023, 0.17171484231948853, -0.048694439232349396, 0.14860913157463074, 0.24724949896335602, -0.007409271318465471, -0.26356157660484314, 0.018556300550699234, -0.17100182175636292, -0.03625117242336273, 0.04886667802929878, -0.1269778460264206, 0.14116837084293365, 0.1606471985578537, -0.053942956030368805, 0.3149302303791046, -0.06998653709888458, 0.018389420583844185, 0.15957000851631165, 0.10990989953279495, 0.2876177430152893, -0.17125281691551208, -0.05276231840252876, 0.005326134152710438, -0.22740551829338074, 0.14040255546569824, -0.17884665727615356, 0.004345452878624201, -0.025240512564778328, 0.09953754395246506, -0.030701730400323868, -0.026590613648295403, 0.23721562325954437, -0.017334600910544395, 0.06080479547381401, -0.04050225391983986, -0.09949302673339844, 0.0929240882396698, -0.04355431720614433, 0.005908592604100704, -0.01139314565807581, 0.07537976652383804, -0.14591233432292938, 0.02136288769543171, -0.07451628148555756, 0.02388736791908741, 0.0031352287624031305, -0.06766258180141449, -0.08847023546695709, -0.018323542550206184, -0.11795055121183395, -0.026937445625662804, 0.06916245073080063, -0.07214310765266418, 0.15010789036750793, 0.050105709582567215, 0.029735608026385307, -0.08085212856531143, 0.057546842843294144, -0.038530539721250534, -0.10036060959100723, 0.16083678603172302, -0.24331529438495636, 0.030075522139668465, 0.12761810421943665, 0.018030036240816116, 0.019223274663090706, 0.028098730370402336, -0.09138717502355576, 0.11908634006977081, 0.0925520583987236, -0.09579119831323624, -0.013218441046774387, 0.06817562133073807, -0.06250666826963425, 0.08110122382640839, 0.09405604749917984, 0.038559552282094955, 0.05159766599535942, -0.03182678297162056, -0.03216606378555298, 0.027331311255693436, -0.06679031997919083, 0.0825718343257904, 0.0912671610713005, 0.09595724195241928, -0.17486359179019928, 0.2253355085849762, -0.006967583671212196, -0.12879762053489685, 0.014209135435521603, -0.04861105605959892, -0.07755088806152344, -0.0693531408905983, -0.10253548622131348, 0.0412532314658165, -0.024479245766997337, -0.148871049284935, 0.0012807170860469341, -0.12963320314884186, -0.024896880611777306, 0.2892671525478363, 0.016843417659401894, 0.1183367669582367, 0.08768341690301895, -0.12913212180137634, 0.0214926078915596, -0.046217575669288635, -0.1568184792995453, -0.010028278455138206, -0.08642153441905975, -0.24323414266109467, -0.03427262604236603, 0.3303053081035614, -0.058130085468292236, -0.06370352953672409, -0.1382468044757843, 0.1351938247680664, -0.282168984413147, 0.07637772709131241, 0.0003660937072709203, 0.028511011973023415, -0.020684940740466118, -0.0090549411252141, -0.029113536700606346, -0.008774842135608196, -0.11518220603466034, 0.11268841475248337, 0.05714196339249611, 0.02757020853459835, -0.06512291729450226, 0.014147297479212284, 0.07847150415182114, 0.03458287566900253, 0.12740813195705414, 0.08335578441619873, -0.07069168984889984, 0.18790505826473236, -0.13333915174007416, -0.0777740553021431, 0.028524212539196014, 0.025126639753580093, 0.0606897696852684, 0.07301191985607147, 0.015511030331254005, 0.02939647063612938, -0.08393292129039764, 0.09959052503108978, -0.08428848534822464, -0.05517773702740669, -0.06994917243719101, -0.08808956295251846, -0.0476987361907959, 0.023366447538137436, -0.08720173686742783, 0.19456598162651062, -0.0034252905752509832, -0.029940994456410408, 0.053962647914886475, 0.027096737176179886, -0.013934251852333546, -0.07004591077566147, -0.021059509366750717, -0.09813126176595688, -0.05558326467871666, 0.057045333087444305, 0.031141536310315132, -0.05551726743578911, 0.38413727283477783, -0.1059141457080841, -0.040581539273262024, -0.00568216759711504, 0.030655749142169952, -0.17426925897598267, 0.013370738364756107, 0.3370283842086792, 0.06185425817966461, -0.03978743404150009, -0.09549043327569962, -0.03165581449866295, -0.07368142902851105, 0.049587324261665344, 0.0992436408996582, 0.08074259757995605, 0.07119107246398926, 0.006920366082340479, 0.07227832823991776, 0.01278624963015318, 0.23960280418395996, -0.07558505982160568, -0.004693886730819941, -0.00533271161839366, 0.12625935673713684, -0.1940010040998459, 0.1750197559595108, 0.013880864717066288, -0.028620842844247818, -0.07123592495918274, -0.07321621477603912, -0.1342778205871582, -0.0484812892973423, -0.06551074981689453, -0.03776038438081741, 0.09798482060432434, -0.06326057761907578, -0.01995917037129402, 0.26353394985198975, 0.10110285878181458, -0.0320892408490181, 0.08984322845935822, 0.02126155234873295, -0.007321161217987537, 0.12311995029449463, 0.009294821880757809, -0.09675611555576324, 0.06767627596855164, 0.008154187351465225, 0.07485311478376389, -0.06091950088739395, -0.032670699059963226, 0.02203444205224514, -0.047041524201631546, 0.0009460017317906022, -0.19941559433937073, -0.0486082024872303, -0.015709981322288513, 0.08607158809900284, -0.06846489757299423, 0.04630514234304428, 0.04939936846494675, 0.049091748893260956, 0.061483655124902725, 0.1286579966545105, 0.05075269564986229, 0.05140315368771553, -0.13143843412399292, 0.06359103322029114, -0.12971174716949463, 0.0829232707619667, 0.034359630197286606, -0.06879057735204697, 0.017982833087444305, 0.23764613270759583, 0.11352184414863586, -0.05714065581560135, 0.03144494816660881, -0.0386948436498642, 0.0445212759077549, 0.015142356976866722, 0.1514235883951187, 0.03862001374363899, 0.008388908579945564, -0.0918460562825203, -0.037631288170814514, -0.02402377687394619, -0.09616886079311371, 0.011317302472889423, 0.023700760677456856, 0.04376235976815224, 0.011637914925813675, -0.15718351304531097, 0.17298275232315063, -0.21229617297649384, 0.07719763368368149, 0.1039690151810646, -0.04049300029873848, -0.12795214354991913, -0.0437595434486866, 0.0036141553428024054, -0.007977917790412903, -0.002125694416463375, -0.11320368200540543, -0.026346644386649132, -0.10355768352746964, -0.006391194649040699, -0.1786791831254959, -0.19810260832309723, 0.045394398272037506, 0.10410522669553757, 0.032542698085308075, 0.03655992075800896, 0.1357109695672989, -0.002033081604167819, 0.01681254617869854, -0.07125988602638245, 0.13184115290641785, 0.0889035239815712, -0.014159247279167175, -0.11886387318372726, 0.022840000689029694, 0.03302665427327156, -0.11244270205497742, 0.09118951112031937, 0.00922510027885437, -0.011256364174187183, 0.06508451700210571, 0.00009019971184898168, -0.06586770713329315, 0.07257746905088425, -0.051886558532714844, 0.11876952648162842, -0.002906874753534794, -0.06037158519029617, 0.06337710469961166, -0.012536865659058094, 0.1153552383184433, 0.04325858876109123, -0.1814100295305252, -0.06736747175455093, 0.010117155499756336, -0.020550275221467018, -0.061478111892938614, -0.05527672544121742, -0.1756979078054428, 0.11046138405799866, -0.07387848198413849, 0.07304256409406662, -0.0026730229146778584, 0.06760542094707489, 0.1515786498785019, 0.07563163340091705, -0.024647176265716553, -0.15118597447872162, 0.05935332551598549, 0.03304873779416084, -0.049011170864105225, -0.10684098303318024 ]
160ae214bccc54d9b716e53eb6b0b50ee50ec39c
# Dataset Card for "patched_test_p_10_f_SPOUT_m1_predictions" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_10_f_SPOUT_m1_predictions
[ "region:us" ]
2023-02-22T00:19:01+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}, {"name": "m1_preds", "dtype": "float32"}], "splits": [{"name": "train", "num_bytes": 544006693, "num_examples": 1675599}], "download_size": 55789813, "dataset_size": 544006693}}
2023-02-22T00:19:13+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_10_f_SPOUT_m1_predictions" More Information needed
[ "# Dataset Card for \"patched_test_p_10_f_SPOUT_m1_predictions\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_10_f_SPOUT_m1_predictions\"\n\nMore Information needed" ]
[ 6, 30 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_10_f_SPOUT_m1_predictions\"\n\nMore Information needed" ]
[ -0.1937149465084076, 0.020702950656414032, -0.0010525790276005864, 0.013284671120345592, 0.09177421778440475, 0.009179646149277687, 0.02684769034385681, 0.05430655553936958, 0.19744166731834412, 0.02639481984078884, 0.18834367394447327, 0.08613784611225128, -0.0014853276079520583, 0.32448598742485046, -0.07102496922016144, -0.006089739501476288, 0.035935476422309875, -0.0018840290140360594, -0.025929342955350876, 0.17434370517730713, 0.023879114538431168, -0.09037163108587265, 0.09532701969146729, -0.029086817055940628, -0.1621139496564865, 0.047727059572935104, 0.015127073042094707, -0.08133796602487564, 0.0029039736837148666, -0.1355690062046051, 0.141134575009346, -0.006101908162236214, 0.02349693700671196, -0.027454867959022522, 0.014796553179621696, -0.020854255184531212, 0.007871720008552074, 0.04026005417108536, 0.1163085475564003, -0.0238833986222744, -0.11530232429504395, 0.05502154678106308, 0.04615442827343941, 0.03020836040377617, -0.13039639592170715, -0.10630526393651962, -0.11578895896673203, -0.025211423635482788, 0.016669277101755142, 0.012834658846259117, 0.01507294736802578, 0.269906222820282, -0.19380497932434082, 0.0172434002161026, 0.13221976161003113, -0.04433227702975273, 0.07771095633506775, 0.06708326190710068, -0.004656194243580103, 0.002362896455451846, -0.0027272538281977177, -0.012133834883570671, 0.10453273355960846, 0.00006062537431716919, -0.05221937224268913, -0.0005157206323929131, 0.03949341922998428, 0.10022880882024765, -0.16231897473335266, -0.1314707249403, 0.3213388919830322, -0.0012660410720854998, -0.05890809744596481, -0.009784752503037453, -0.009968096390366554, -0.10038779675960541, 0.019799301400780678, -0.0007637739181518555, 0.0018223185325041413, -0.07148370891809464, 0.06429021060466766, 0.11229512840509415, -0.07823686301708221, -0.18680007755756378, -0.14905913174152374, 0.2039012461900711, -0.013765892013907433, 0.13813696801662445, -0.13562849164009094, 0.06880475580692291, -0.04686533287167549, -0.022146593779325485, 0.013508623465895653, -0.12445247173309326, -0.09975117444992065, -0.01895378716289997, -0.07896177470684052, -0.02518599107861519, 0.06879575550556183, 0.11809597909450531, 0.06882879137992859, 0.038959864526987076, 0.07338099181652069, 0.026611527428030968, 0.11455781757831573, -0.04753502458333969, -0.08642611652612686, 0.14216382801532745, -0.032334476709365845, -0.015892233699560165, -0.06175874546170235, -0.037979308515787125, 0.021392667666077614, -0.02385026589035988, 0.03221806138753891, 0.07505005598068237, -0.07338178157806396, -0.037457697093486786, -0.07428798824548721, -0.0763058140873909, 0.14274822175502777, -0.12891122698783875, -0.07285134494304657, 0.0908307135105133, -0.15575838088989258, -0.03841552138328552, -0.05372551828622818, -0.011846894398331642, 0.04894161969423294, -0.01138770766556263, -0.09374400228261948, -0.015587126836180687, -0.10135123878717422, -0.06292859464883804, 0.028867682442069054, -0.12356475740671158, 0.03225431218743324, -0.07170608639717102, -0.3204285204410553, -0.03647452965378761, -0.06845670193433762, -0.0023786001838743687, 0.10255829989910126, 0.024689022451639175, 0.03316555172204971, -0.04592665657401085, -0.021497029811143875, 0.20442727208137512, -0.06870590150356293, 0.07809353619813919, 0.045259542763233185, 0.02534852921962738, -0.029702896252274513, 0.030804703012108803, -0.12557239830493927, 0.017378728836774826, -0.12258247286081314, -0.011308928951621056, -0.14999257028102875, 0.07764122635126114, -0.05962170287966728, -0.07818880677223206, -0.08621150255203247, 0.009743882343173027, 0.014404090121388435, 0.14603157341480255, -0.1614185869693756, -0.0017000824445858598, 0.053014568984508514, -0.1554655134677887, -0.15775232017040253, -0.012963199988007545, -0.009887543506920338, -0.0324600413441658, 0.00907781533896923, 0.3071768879890442, 0.054728131741285324, -0.10006441920995712, 0.08181203901767731, 0.08332905173301697, -0.1659483164548874, -0.22660334408283234, 0.1775708645582199, -0.018076803535223007, -0.24763266742229462, 0.07028564065694809, -0.004021282307803631, 0.004051213152706623, -0.07214982062578201, -0.03544389083981514, -0.02042521722614765, -0.11515293270349503, 0.09571912884712219, 0.00017957016825675964, 0.04991305619478226, -0.09614504128694534, 0.09327055513858795, 0.024049431085586548, 0.1181478500366211, 0.038852401077747345, -0.054978758096694946, -0.03539607673883438, 0.19874310493469238, -0.13355949521064758, -0.08685870468616486, -0.1990026831626892, -0.02891405299305916, 0.03213835507631302, -0.06879819929599762, -0.013326575048267841, -0.011787127703428268, 0.07658548653125763, -0.06219164654612541, 0.07439998537302017, 0.017319783568382263, 0.05515410751104355, 0.027019772678613663, -0.06396017968654633, 0.03359125182032585, -0.015025248751044273, -0.0781349316239357, -0.03627874329686165, -0.09864924848079681, -0.06681042164564133, 0.02220166102051735, 0.03379828482866287, -0.01966373808681965, -0.04777238517999649, 0.14724306762218475, -0.056570153683423996, 0.05545107275247574, -0.024434830993413925, 0.04972505941987038, -0.05573315545916557, 0.001957689644768834, 0.04868186265230179, -0.10851359367370605, 0.19107820093631744, 0.11426033079624176, -0.056630175560712814, -0.027736416086554527, -0.08636680990457535, -0.07865803688764572, 0.011297160759568214, -0.04173713177442551, -0.004502265248447657, -0.06000593304634094, -0.07391514629125595, 0.03113166056573391, -0.09129931032657623, -0.05535807088017464, 0.039278510957956314, -0.026771072298288345, -0.06190306693315506, 0.13796938955783844, 0.06455443799495697, -0.128558948636055, 0.11838485300540924, 0.16000089049339294, 0.08653682470321655, 0.03658176586031914, -0.10177366435527802, -0.1589363068342209, 0.009595011360943317, 0.010957036167383194, -0.0812373161315918, 0.164414644241333, -0.08186621963977814, 0.05072467774152756, 0.11527623236179352, 0.002488633617758751, 0.08861292898654938, -0.123458132147789, -0.12414274364709854, -0.011631406843662262, 0.02230476588010788, -0.22512182593345642, 0.0528576485812664, 0.011632705107331276, 0.11750848591327667, -0.034047044813632965, -0.03097025491297245, 0.09296862035989761, -0.018428053706884384, -0.1251167207956314, 0.13803766667842865, -0.10211217403411865, -0.22352805733680725, -0.01714600808918476, 0.017996303737163544, 0.04247179999947548, -0.003448015544563532, -0.0529593899846077, -0.12705230712890625, -0.04828513041138649, -0.06369464099407196, -0.08269830793142319, -0.12872657179832458, 0.014319000765681267, -0.021490801125764847, -0.017294514924287796, 0.01567394658923149, -0.055183134973049164, 0.018766025081276894, -0.09753663837909698, 0.1671256572008133, 0.09204701334238052, -0.047153621912002563, 0.09101855754852295, 0.12093696743249893, -0.006933173630386591, 0.1223715990781784, -0.0313674695789814, 0.1382797360420227, 0.023960404098033905, -0.1335258036851883, 0.17235873639583588, -0.012170681729912758, -0.026746118441224098, -0.003262729151174426, 0.016406701877713203, -0.1391466110944748, 0.03380803018808365, -0.06081585958600044, -0.10662057250738144, -0.21973085403442383, -0.1269841343164444, -0.01977306790649891, 0.00773960817605257, 0.052237369120121, 0.011389212682843208, -0.10067609697580338, 0.11997172981500626, 0.10139121860265732, -0.1272800713777542, -0.19809910655021667, -0.07451054453849792, -0.04715249314904213, -0.02490125596523285, 0.00164146872702986, -0.10937056690454483, -0.002157541923224926, 0.11298835277557373, 0.0449429452419281, 0.12208926677703857, 0.0002799034118652344, 0.004995795898139477, 0.07322395592927933, 0.1594257354736328, 0.07705940306186676, 0.16578033566474915, 0.09603703022003174, -0.021931681782007217, 0.021572435274720192, -0.03679158538579941, -0.052153490483760834, -0.04321122542023659, 0.090400829911232, -0.043105144053697586, -0.09793228656053543, -0.1967402994632721, -0.005054207053035498, -0.19878444075584412, 0.1258406937122345, -0.29440099000930786, 0.041910771280527115, -0.0263840202242136, 0.08333468437194824, -0.033158354461193085, 0.11169685423374176, 0.025892317295074463, -0.10194577276706696, 0.074315644800663, -0.01877148263156414, 0.05036897212266922, 0.1014496237039566, 0.004059700760990381, -0.04511518403887749, 0.0037069774698466063, -0.05487554147839546, 0.12931370735168457, -0.21080107986927032, 0.19932004809379578, -0.02172050252556801, -0.057818926870822906, -0.0777641162276268, -0.08601239323616028, 0.02675006352365017, -0.11330357939004898, 0.19686610996723175, -0.012544785626232624, -0.06744536757469177, -0.23760223388671875, -0.13372406363487244, -0.014288065023720264, 0.05141026899218559, -0.0129732396453619, -0.048399727791547775, 0.07107990980148315, 0.022745206952095032, -0.021332047879695892, -0.13147665560245514, -0.12135665118694305, 0.09296651184558868, 0.006044808775186539, -0.0944458469748497, -0.17410382628440857, -0.011751187965273857, -0.07651111483573914, -0.22444947063922882, -0.09216804802417755, 0.05951576679944992, -0.054536979645490646, -0.13556721806526184, 0.08079563826322556, 0.19393320381641388, -0.012405412271618843, -0.0009622749057598412, 0.05306682735681534, -0.010810056701302528, 0.053078390657901764, -0.17378315329551697, 0.08868218958377838, -0.06949621438980103, -0.007025335915386677, -0.045955922454595566, 0.16796812415122986, 0.04288541525602341, 0.05306359380483627, -0.020520556718111038, 0.00787575263530016, -0.04541035741567612, -0.08444030582904816, 0.12071599811315536, -0.12651175260543823, 0.12786376476287842, 0.25000324845314026, 0.08297839015722275, 0.06272681057453156, 0.01914595067501068, 0.05142093822360039, 0.1649213284254074, 0.05567891150712967, 0.0043837158009409904, 0.14930179715156555, 0.08956374228000641, 0.006096825934946537, -0.2560001313686371, 0.03461115434765816, -0.031191203743219376, 0.03657808154821396, 0.0871204286813736, -0.05512207746505737, 0.1338183730840683, 0.13605321943759918, -0.029246052727103233, 0.20805232226848602, -0.22710296511650085, -0.05656958743929863, 0.2660766541957855, 0.1447388380765915, 0.192795529961586, -0.08673504739999771, -0.0749310776591301, 0.03720633313059807, 0.03321518376469612, 0.17335446178913116, -0.008592074736952782, 0.03355686739087105, -0.060984931886196136, 0.05514272302389145, 0.05301624536514282, -0.1064048781991005, 0.16298961639404297, 0.0694366842508316, 0.07944942265748978, -0.045228973031044006, -0.03181760758161545, 0.028418714180588722, 0.0045098415575921535, 0.1471964567899704, 0.09152138233184814, 0.09417404234409332, -0.2124597579240799, -0.026328381150960922, -0.022317368537187576, 0.03629574924707413, 0.04911617934703827, -0.019302349537611008, -0.04711035639047623, -0.007908958941698074, -0.10930609703063965, -0.05945246294140816, -0.026658838614821434, -0.01251636166125536, 0.030955752357840538, 0.07235031574964523, 0.029506763443350792, 0.009651856496930122, -0.13597942888736725, -0.02364545688033104, -0.01771881803870201, 0.05117393285036087, -0.14283785223960876, -0.011107060126960278, 0.16154013574123383, 0.10055412352085114, 0.019002528861165047, 0.05269124358892441, -0.08078013360500336, -0.011058216914534569, 0.06659199297428131, -0.1522171050310135, 0.07228843867778778, -0.005626910366117954, -0.11261162906885147, -0.0495137944817543, 0.04041742533445358, -0.022857367992401123, 0.015019175596535206, -0.016554608941078186, -0.07607371360063553, 0.05796331167221069, -0.04159574210643768, 0.27244359254837036, 0.18457387387752533, 0.03726867213845253, -0.20446474850177765, 0.16561998426914215, -0.06270202249288559, -0.12886115908622742, -0.0013783164322376251, -0.04806068539619446, -0.1098150834441185, -0.07161231338977814, 0.04635750129818916, 0.21195416152477264, 0.01681940257549286, -0.09864834696054459, -0.08035443723201752, -0.09391078352928162, 0.12031976133584976, 0.23867981135845184, 0.15070465207099915, 0.07020676136016846, 0.04157261177897453, -0.11483454704284668, -0.006289585027843714, 0.020636994391679764, 0.10020536184310913, -0.017573688179254532, -0.09800006449222565, -0.011764617636799812, -0.02180301770567894, 0.16071251034736633, -0.10411246865987778, -0.05854042246937752, -0.07629316300153732, 0.08343160897493362, -0.036678947508335114, 0.023654218763113022, 0.013592615723609924, -0.030559798702597618, 0.03221331536769867, -0.00040553975850343704, -0.04004184156656265, 0.015500876121222973, -0.14649707078933716, 0.11240147054195404, 0.07678621262311935, 0.009851248934864998, -0.06629099696874619, -0.030034571886062622, 0.07417349517345428, 0.051732927560806274, 0.04440237209200859, 0.2353798896074295, 0.003398376051336527, 0.05498551204800606, -0.06314751505851746, -0.09279420226812363, 0.06685985624790192, 0.05542952939867973, 0.030015718191862106, -0.06758825480937958, 0.04511811584234238, 0.086124487221241, -0.06881760060787201, 0.08288027346134186, 0.022642832249403, -0.0921669453382492, -0.04523066431283951, -0.03162948042154312, 0.030609214678406715, -0.07389853149652481, -0.09089331328868866, 0.09629066288471222, 0.12358778715133667, 0.009409106336534023, 0.06486109644174576, 0.00314405863173306, -0.09704288095235825, -0.068516805768013, -0.03293344005942345, -0.07385104894638062, -0.08915820717811584, 0.16566923260688782, 0.09452607482671738, 0.004500039853155613, 0.3994913101196289, -0.048800207674503326, -0.020770197734236717, -0.044388096779584885, 0.2217985838651657, 0.13559596240520477, 0.03562824800610542, 0.2681003510951996, 0.026452600955963135, -0.03674580901861191, -0.002758014015853405, 0.06399820744991302, 0.02764512598514557, -0.027165759354829788, 0.07768528163433075, 0.11884093284606934, -0.0766708254814148, 0.031649090349674225, -0.05433095246553421, -0.04418803006410599, 0.15531975030899048, 0.0004970192676410079, -0.08049383759498596, -0.015535864047706127, 0.10586212575435638, 0.07794269919395447, -0.0038640140555799007, -0.03522249311208725, 0.028042014688253403, -0.01883770152926445, -0.08209694921970367, -0.08630498498678207, -0.17255941033363342, -0.011388277634978294, -0.09609764814376831, 0.03922995179891586, -0.03616189956665039, -0.015404308214783669, 0.3090771734714508, 0.07025717198848724, 0.008058078587055206, 0.13626065850257874, -0.1018802672624588, 0.03869175165891647, 0.043994758278131485, -0.02006632462143898, -0.08731986582279205, 0.03367426246404648, -0.045836083590984344, 0.1439966857433319, -0.08284898847341537, -0.007029945962131023, -0.09229642897844315, 0.009386066347360611, 0.024770375341176987, -0.04601772874593735, -0.029000530019402504, -0.07127125561237335, 0.007629545871168375, -0.016463136300444603, 0.02637695148587227, 0.04014919325709343, 0.07191630452871323, -0.029336562380194664, 0.09322658181190491, 0.041981346905231476, 0.07720999419689178, -0.04710490629076958, 0.12296994775533676, 0.016768276691436768, 0.04624750837683678, 0.06448258459568024, -0.0522337444126606, -0.015127837657928467, 0.21700742840766907, 0.17861291766166687, -0.04317009449005127, -0.0559760145843029, 0.013988696038722992, 0.024878650903701782, 0.04248184710741043, 0.1530783474445343, 0.002376075368374586, 0.06155579537153244, -0.02971174754202366, -0.07993271201848984, -0.06012442708015442, -0.04576774314045906, 0.026917044073343277, 0.02155974507331848, 0.11416058242321014, -0.07508809864521027, -0.08914840966463089, 0.14384689927101135, -0.08299534767866135, 0.03986894339323044, -0.010698028840124607, -0.0009155579027719796, -0.09158696979284286, -0.0285397469997406, -0.0035361642949283123, 0.029803317040205002, 0.0031806831248104572, -0.09270082414150238, 0.050318680703639984, -0.09329326450824738, -0.016794269904494286, -0.26164060831069946, -0.171914204955101, 0.03988603502511978, -0.0035107985604554415, 0.12138889729976654, -0.0009365066653117537, 0.2558864951133728, -0.012820961885154247, -0.02126733586192131, -0.08349759876728058, 0.09219150245189667, 0.04908055439591408, 0.04891907423734665, 0.04006827250123024, 0.09879840910434723, 0.061641156673431396, -0.10946710407733917, -0.02580444887280464, -0.08086990565061569, -0.031211042776703835, 0.009766734205186367, 0.010219141840934753, -0.04649394005537033, 0.0398050956428051, -0.09869007766246796, 0.12400443851947784, -0.011363774538040161, -0.047325678169727325, 0.03646465390920639, -0.052816879004240036, 0.08458857238292694, -0.015943629667162895, -0.1326943188905716, 0.030406158417463303, -0.07817516475915909, -0.023377150297164917, -0.04043183848261833, -0.08606012165546417, -0.15358547866344452, 0.03803190216422081, -0.10715796798467636, -0.0382266566157341, 0.055700309574604034, 0.02089720219373703, 0.01681601256132126, 0.10048935562372208, -0.02897542715072632, 0.11878645420074463, 0.03719828277826309, 0.07229368388652802, -0.10088618099689484, -0.11474158614873886 ]
5cf6eb2c2622d5ee0ca97df42c62bfd3fd1fabc4
# Dataset Card for "nldv" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
fifi777/nldv
[ "region:us" ]
2023-02-22T00:20:52+00:00
{"dataset_info": {"features": [{"name": "repo_name", "dtype": "string"}, {"name": "path", "dtype": "string"}, {"name": "copies", "dtype": "string"}, {"name": "size", "dtype": "string"}, {"name": "content", "dtype": "string"}, {"name": "license", "dtype": "string"}, {"name": "hash", "dtype": "int64"}, {"name": "line_mean", "dtype": "float64"}, {"name": "line_max", "dtype": "int64"}, {"name": "alpha_frac", "dtype": "float64"}, {"name": "autogenerated", "dtype": "bool"}], "splits": [{"name": "train", "num_bytes": 3231756186.42971, "num_examples": 235728}, {"name": "valid", "num_bytes": 65957285.57029006, "num_examples": 4811}], "download_size": 24134199, "dataset_size": 3297713472.0}}
2023-02-24T05:40:14+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nldv" More Information needed
[ "# Dataset Card for \"nldv\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nldv\"\n\nMore Information needed" ]
[ 6, 12 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nldv\"\n\nMore Information needed" ]
[ -0.0781031996011734, 0.17169463634490967, -0.0038774863351136446, 0.0076904078014194965, 0.06201209872961044, 0.09805822372436523, 0.0742962658405304, 0.07639718055725098, 0.12644778192043304, -0.04358070716261864, 0.1487939953804016, 0.029722463339567184, -0.0020460851956158876, 0.13457879424095154, -0.016402460634708405, -0.03998847305774689, 0.061545684933662415, 0.02556631714105606, -0.06528407335281372, -0.007906698621809483, -0.0015535124111920595, -0.06595520675182343, 0.06318709254264832, -0.13276351988315582, -0.1798916906118393, 0.08720206469297409, -0.07241931557655334, -0.0037612542510032654, 0.08720733970403671, -0.07898391783237457, 0.13977910578250885, 0.006506248842924833, 0.0811714306473732, -0.24493514001369476, -0.0014173079980537295, -0.012144844979047775, -0.06681694835424423, 0.03586293011903763, -0.008595462888479233, -0.059920575469732285, 0.028847144916653633, -0.10615284740924835, 0.018792498856782913, -0.0606117844581604, -0.08967246860265732, -0.26300135254859924, -0.09073657542467117, -0.02785084955394268, 0.006661437451839447, -0.03816715627908707, 0.11055667698383331, 0.08158566802740097, -0.1366450935602188, 0.06285552680492401, 0.08970420807600021, -0.07178568094968796, 0.08645011484622955, 0.2948589622974396, -0.058255575597286224, 0.0600571371614933, -0.001391128171235323, 0.11764883995056152, 0.0986967533826828, -0.044237684458494186, -0.057225942611694336, 0.012500372715294361, -0.13142861425876617, 0.1481226235628128, -0.02711433917284012, -0.10345501452684402, 0.3434114456176758, -0.019722528755664825, 0.07251786440610886, 0.058430399745702744, 0.009585210122168064, -0.09608685970306396, 0.005530987400561571, 0.02727705053985119, 0.0033323445823043585, 0.011783852241933346, 0.027384402230381966, -0.022704921662807465, -0.07401492446660995, -0.134309321641922, -0.1250351518392563, 0.07349752634763718, -0.018795721232891083, 0.15579892694950104, -0.20228633284568787, 0.0037473575212061405, -0.11462786048650742, -0.013743173331022263, -0.025976018980145454, -0.09027671068906784, 0.007664932403713465, -0.020001256838440895, 0.013084877282381058, 0.029813431203365326, 0.11994929611682892, 0.024445606395602226, 0.10562986880540848, -0.0005055842339061201, -0.1026478111743927, 0.07353133708238602, 0.12865616381168365, -0.08793468773365021, 0.02339908666908741, 0.014058290980756283, -0.013494239188730717, -0.19392512738704681, 0.006180993746966124, -0.08183758705854416, -0.12998837232589722, -0.002174600027501583, -0.07047706097364426, 0.16992129385471344, -0.02861713245511055, -0.08858147263526917, -0.008611638098955154, -0.00954634603112936, 0.11679451912641525, -0.08680913597345352, 0.0515441931784153, 0.008779865689575672, -0.06658297777175903, -0.06717752665281296, -0.054040487855672836, -0.04790316894650459, 0.07117460668087006, 0.08534212410449982, -0.0640106275677681, -0.02271554432809353, -0.054929181933403015, -0.0566326379776001, 0.11303044110536575, -0.11548998206853867, 0.08863542973995209, -0.09416976571083069, -0.3072998821735382, 0.08069367706775665, 0.008938608691096306, -0.053285278379917145, 0.1872319132089615, -0.05886120721697807, 0.06877917051315308, -0.02210989221930504, -0.05909370258450508, 0.07052738964557648, -0.0674692913889885, 0.04680810868740082, 0.0026836602482944727, 0.10082049667835236, -0.2000354677438736, 0.04481859132647514, -0.09426567703485489, 0.015648147091269493, 0.13900962471961975, 0.02410139888525009, -0.1648375391960144, 0.06756900250911713, -0.05215109884738922, -0.02297833003103733, -0.11050534248352051, 0.015227720141410828, 0.012931311503052711, 0.0654059648513794, -0.24094215035438538, -0.033725228160619736, 0.13112717866897583, -0.12934722006320953, -0.13763800263404846, -0.04328828677535057, -0.04607776179909706, 0.026518864557147026, 0.045583996921777725, 0.3124507665634155, 0.16400910913944244, -0.11186699569225311, 0.01081791054457426, 0.1817573457956314, -0.14996188879013062, -0.30552709102630615, -0.0025575743056833744, 0.03693748265504837, -0.15762114524841309, 0.059639595448970795, 0.09639520198106766, 0.01786673255264759, -0.08237876743078232, -0.10156209766864777, -0.016884975135326385, -0.10911586135625839, 0.10689468681812286, 0.012713003903627396, 0.02057877741754055, -0.006979308556765318, 0.1826368272304535, 0.08602934330701828, 0.11110739409923553, -0.014600509777665138, -0.018604325130581856, -0.025664256885647774, 0.07901109009981155, -0.11832273751497269, 0.010499739088118076, -0.11789827048778534, -0.1837754100561142, -0.004512573126703501, 0.003333867294713855, 0.016454655677080154, 0.1097538024187088, 0.10034830123186111, -0.02241530455648899, 0.015586704947054386, 0.0870969220995903, 0.08073928952217102, 0.0632217600941658, 0.057418182492256165, -0.011044600047171116, 0.006697596982121468, -0.11245840042829514, -0.17654356360435486, -0.10427194088697433, -0.07617726176977158, 0.11389212310314178, 0.061222683638334274, 0.03867635130882263, 0.016904709860682487, 0.030123047530651093, 0.04877007007598877, 0.014164825901389122, -0.032434847205877304, 0.010391676798462868, -0.0806555449962616, -0.06339607387781143, -0.01669050194323063, 0.010559103451669216, 0.1821398138999939, 0.09866417199373245, -0.02670435421168804, 0.08494636416435242, -0.059701669961214066, 0.039060935378074646, -0.01730647124350071, -0.0647214874625206, 0.01957733742892742, -0.16287827491760254, -0.03799474611878395, 0.026066578924655914, -0.02011020854115486, 0.02861054055392742, 0.013081368058919907, -0.00502436188980937, -0.14173823595046997, 0.06054098904132843, 0.14878395199775696, -0.11897184699773788, 0.14742536842823029, 0.15565012395381927, 0.08599227666854858, 0.1546337604522705, -0.05821465328335762, -0.05703254044055939, 0.008965227752923965, -0.01641852967441082, -0.06333939731121063, 0.16702383756637573, -0.038827862590551376, 0.030414927750825882, 0.09294366091489792, 0.04334589093923569, 0.08872628957033157, -0.10845021903514862, -0.14236918091773987, 0.01723560132086277, -0.05921897664666176, -0.1609068065881729, 0.04498765245079994, -0.022586215287446976, 0.07184675335884094, -0.01749354414641857, -0.04564531147480011, 0.13764192163944244, -0.022896351292729378, 0.0010179054224863648, 0.09119179844856262, -0.23313303291797638, -0.31390073895454407, -0.06543748080730438, -0.14683423936367035, -0.02145516127347946, 0.024070192128419876, -0.0493619441986084, -0.18686333298683167, -0.05993235111236572, 0.05219240114092827, -0.05329711362719536, -0.19242720305919647, -0.0173727385699749, 0.05657675117254257, 0.06415124237537384, -0.07919877022504807, -0.16904747486114502, 0.0445994958281517, -0.04601728543639183, 0.10753612220287323, 0.11566279083490372, -0.05274760723114014, 0.1378256231546402, 0.08555369079113007, -0.036130014806985855, 0.09305095672607422, -0.0181223563849926, 0.047900620847940445, -0.008266427554190159, -0.11485102027654648, 0.08295374363660812, 0.008439421653747559, -0.019573234021663666, 0.08278564363718033, 0.08447104692459106, -0.15604601800441742, -0.027859574183821678, -0.06469985842704773, -0.23218320310115814, -0.2340531349182129, -0.21449890732765198, -0.07825713604688644, 0.1189841777086258, 0.07722611725330353, 0.09401705116033554, 0.017014147713780403, -0.00584876723587513, 0.13870802521705627, 0.03770386800169945, -0.11294093728065491, -0.026166057214140892, 0.10919596999883652, -0.02733944170176983, -0.0503704659640789, -0.16371123492717743, -0.02529633790254593, 0.11539824306964874, 0.22333306074142456, 0.26997363567352295, 0.09201905131340027, 0.09165995568037033, 0.021247826516628265, 0.11802893131971359, 0.0972532257437706, 0.12827181816101074, 0.06858298182487488, -0.04088052734732628, 0.051920656114816666, -0.005420595407485962, -0.043400052934885025, -0.006491318345069885, 0.06998436897993088, -0.17750893533229828, 0.06915944069623947, -0.10975027084350586, 0.004555242136120796, -0.2642623782157898, 0.0975724458694458, -0.17285186052322388, 0.11262062191963196, 0.01832198165357113, 0.17905759811401367, -0.06844259798526764, 0.08121564239263535, 0.09344501793384552, 0.016090216115117073, 0.0737866461277008, 0.06039360538125038, 0.04064294695854187, -0.1336098164319992, -0.01866733841598034, -0.07812479883432388, -0.07380632311105728, 0.025844188407063484, 0.17525091767311096, -0.23044729232788086, 0.2518974542617798, 0.04936517775058746, -0.048956409096717834, -0.09583497047424316, -0.10108217597007751, -0.10542497038841248, 0.05685201659798622, 0.13028573989868164, 0.05097225680947304, -0.18852736055850983, -0.19780422747135162, -0.08287101238965988, -0.0232915747910738, 0.11461195349693298, 0.07756636291742325, -0.1678091585636139, 0.07560915499925613, 0.0026858518831431866, -0.03313959017395973, -0.16576166450977325, -0.05983443185687065, -0.11485087871551514, -0.0009758892119862139, 0.09757432341575623, -0.07447663694620132, 0.038287654519081116, 0.013620579615235329, -0.04186299070715904, 0.12920604646205902, 0.029984714463353157, -0.006312164943665266, -0.09607856720685959, 0.026287389919161797, 0.11354394257068634, -0.0022348377387970686, -0.013280108571052551, 0.07671791315078735, 0.01351192593574524, -0.06460347026586533, -0.23686815798282623, 0.03629758581519127, -0.06421992182731628, 0.11326814442873001, -0.07092222571372986, 0.12018552422523499, 0.004384398926049471, 0.009829743765294552, 0.009935007430613041, -0.0015780844260007143, 0.007160081062465906, -0.09281349927186966, 0.12141609191894531, 0.04397737607359886, -0.011439234018325806, 0.1887151598930359, 0.05432077869772911, 0.07084712386131287, 0.1522267758846283, -0.0348457396030426, 0.22235527634620667, 0.20135854184627533, -0.08555962145328522, 0.2584019899368286, 0.13799694180488586, -0.08717606216669083, -0.29972535371780396, -0.005962989758700132, -0.1817852407693863, -0.037517573684453964, 0.03094690851867199, -0.23429007828235626, 0.10854899138212204, 0.08623019605875015, -0.027426112443208694, 0.23448753356933594, -0.17277847230434418, -0.01896526850759983, 0.1748395413160324, 0.012984100729227066, 0.4224886894226074, -0.01804952509701252, -0.07635646313428879, -0.09888911247253418, -0.14477525651454926, 0.2863152325153351, -0.05658551678061485, 0.0037086158990859985, -0.027378827333450317, 0.1631806641817093, 0.02149125561118126, -0.03674688562750816, 0.17154467105865479, 0.08586080372333527, 0.15158095955848694, -0.0692303404211998, -0.010677321814000607, 0.09481728076934814, -0.051016926765441895, 0.09329121559858322, 0.04017125070095062, 0.021524572744965553, -0.1382426619529724, 0.001568414969369769, 0.05746869742870331, 0.04093622416257858, 0.05784695968031883, -0.09066753089427948, -0.07583960145711899, -0.02347876876592636, -0.10143236815929413, -0.020308740437030792, 0.19725270569324493, 0.08035100251436234, -0.010781810618937016, 0.025441421195864677, 0.012444569729268551, -0.044825781136751175, 0.08834465593099594, -0.043691568076610565, -0.0691186934709549, 0.09382020682096481, -0.2186652570962906, 0.055311884731054306, 0.13782267272472382, 0.04216642677783966, 0.028488151729106903, 0.048192061483860016, -0.025428999215364456, -0.03882943466305733, 0.15889686346054077, -0.1379767805337906, -0.028405284509062767, 0.07377078384160995, -0.09757604449987411, 0.09835606068372726, 0.10547549277544022, 0.045805659145116806, -0.00819859653711319, 0.028537297621369362, -0.016149884089827538, 0.07323841005563736, -0.0783652737736702, 0.08374547213315964, 0.13795070350170135, 0.03363444656133652, -0.17712420225143433, 0.17738160490989685, 0.02738911099731922, -0.011459141969680786, 0.02576085738837719, -0.04096861183643341, -0.0778554379940033, -0.09491633623838425, -0.03633008524775505, 0.23910821974277496, -0.058331429958343506, -0.13906298577785492, 0.08372453600168228, -0.009905322454869747, 0.023436443880200386, 0.08352578431367874, 0.03069194033741951, 0.11624216288328171, -0.004606310743838549, -0.05054253339767456, -0.06203369051218033, -0.034021828323602676, -0.13282249867916107, 0.0327758826315403, -0.09980800747871399, -0.16571567952632904, -0.08215197920799255, 0.17755703628063202, -0.0778651013970375, -0.07687103003263474, -0.11108892410993576, 0.11751618981361389, -0.1366119533777237, -0.00982855074107647, 0.006764866877347231, 0.04673711955547333, 0.01620822586119175, 0.025662286207079887, -0.007532021496444941, -0.0033595894929021597, -0.11903877556324005, 0.12329662591218948, 0.04295181855559349, 0.00880434736609459, -0.12536253035068512, -0.04726139083504677, 0.0437563918530941, 0.0713067278265953, 0.06442773342132568, 0.06714767962694168, 0.05555417761206627, 0.16450972855091095, -0.16149836778640747, -0.08047380298376083, 0.11942417174577713, 0.09199285507202148, 0.0980694517493248, 0.06993719935417175, -0.029505515471100807, 0.09477021545171738, -0.09209401905536652, 0.07454726845026016, -0.11129408329725266, -0.07503271102905273, -0.024240339174866676, -0.18127316236495972, -0.08474250882863998, 0.02538892813026905, -0.03417875990271568, 0.16558748483657837, 0.07513953000307083, -0.04364204779267311, 0.09263474494218826, 0.013110959902405739, 0.04253286495804787, -0.07851213216781616, -0.017611844465136528, -0.13889235258102417, -0.05124534294009209, 0.05736275762319565, 0.034958742558956146, -0.06514504551887512, 0.46146705746650696, 0.01466857548803091, -0.18240174651145935, -0.08131735771894455, 0.09266621619462967, -0.11141541600227356, -0.029189856722950935, 0.29323670268058777, 0.09070318192243576, -0.01042622234672308, -0.055095937103033066, 0.0886339619755745, 0.02406996674835682, 0.15008078515529633, 0.10283258557319641, 0.008670493960380554, 0.02973974496126175, -0.08033954352140427, 0.06661390513181686, -0.1276356726884842, 0.010593193583190441, -0.029690731316804886, -0.002461671596392989, 0.05519222840666771, 0.036783427000045776, -0.07376641780138016, -0.0031428320799022913, -0.038383230566978455, 0.02287975698709488, -0.008146463893353939, -0.08617424964904785, -0.11317477375268936, -0.17145627737045288, -0.03146330267190933, -0.15075498819351196, 0.07224655896425247, -0.07423203438520432, -0.0206537414342165, 0.143143430352211, 0.06886205822229385, 0.002454194938763976, -0.0034365118481218815, -0.018940111622214317, 0.11226360499858856, -0.046538688242435455, -0.025268714874982834, -0.0896974429488182, -0.01567782089114189, -0.026832330971956253, 0.022235337644815445, -0.06193402782082558, -0.04537583515048027, -0.005769919138401747, 0.09775698930025101, 0.03177499771118164, -0.12194137275218964, -0.02919919416308403, -0.07726002484560013, 0.06847233325242996, -0.0932239517569542, 0.13556981086730957, 0.03943170979619026, -0.013570290058851242, 0.040122561156749725, 0.12452755123376846, 0.04307078942656517, -0.0008614568505436182, 0.01794746331870556, 0.027749078348279, 0.008712547831237316, 0.1293100118637085, -0.028103142976760864, -0.025202035903930664, -0.06482157856225967, 0.0988316535949707, 0.2719115912914276, 0.035773660987615585, 0.029766248539090157, -0.021527497097849846, 0.049113210290670395, 0.009345758706331253, 0.15942803025245667, 0.0396752804517746, 0.13249045610427856, -0.00706658698618412, -0.11706631630659103, -0.03566325083374977, -0.048537351191043854, -0.03255431354045868, 0.019667064771056175, 0.03238409385085106, -0.08939868956804276, -0.11880738288164139, 0.10574479401111603, -0.2393951565027237, 0.09400130063295364, 0.13110597431659698, -0.1072310283780098, -0.0766427293419838, -0.018704427406191826, 0.11253666877746582, -0.03083169274032116, -0.0579860657453537, -0.11259131133556366, -0.01197789330035448, -0.05420208349823952, -0.027703862637281418, -0.3592737913131714, -0.18050017952919006, 0.0005503581487573683, 0.1608358919620514, 0.06560363620519638, -0.01612216606736183, 0.13046510517597198, -0.030003612861037254, 0.042801838368177414, -0.1015331968665123, 0.07967225462198257, 0.013639658689498901, 0.02558467537164688, -0.0707729235291481, 0.02908134274184704, -0.0929359719157219, -0.002003512578085065, 0.098292276263237, -0.00470571918413043, -0.08140582591295242, 0.14473284780979156, 0.02792445942759514, -0.0033207566011697054, -0.03163476660847664, -0.042746033519506454, 0.11002904921770096, 0.008516534231603146, -0.00489003537222743, 0.0006253082538023591, -0.037435512989759445, 0.09364970028400421, -0.024353278800845146, -0.08060179650783539, -0.04502882435917854, 0.05362008884549141, -0.09217357635498047, 0.1699674129486084, 0.01899329386651516, -0.027810411527752876, 0.021527595818042755, -0.0781509205698967, 0.021329471841454506, 0.010629202239215374, 0.07406571507453918, 0.1619928479194641, 0.03824567794799805, -0.040263887494802475, -0.05669592693448067, 0.07646295428276062, -0.05637919902801514, -0.032905999571084976, -0.11780811101198196 ]
6a9105995137339c23500017e0adc23f779bfed1
# Dataset Card for "rlhf-qa-conditional-generation" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
kastan/rlhf-qa-conditional-generation
[ "region:us" ]
2023-02-22T00:28:08+00:00
{"dataset_info": {"features": [{"name": "prompt", "dtype": "string"}, {"name": "completion", "dtype": "string"}, {"name": "__index_level_0__", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 27303.451327433628, "num_examples": 90}, {"name": "valid", "num_bytes": 6977.548672566371, "num_examples": 23}], "download_size": 6067, "dataset_size": 34281.0}}
2023-03-06T20:36:48+00:00
[]
[]
TAGS #region-us
# Dataset Card for "rlhf-qa-conditional-generation" More Information needed
[ "# Dataset Card for \"rlhf-qa-conditional-generation\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"rlhf-qa-conditional-generation\"\n\nMore Information needed" ]
[ 6, 21 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"rlhf-qa-conditional-generation\"\n\nMore Information needed" ]
[ -0.14156800508499146, 0.18595877289772034, -0.002366282744333148, 0.001544674509204924, 0.01570412889122963, 0.09579344838857651, 0.0224112868309021, 0.14705617725849152, 0.13759607076644897, -0.037630461156368256, 0.12985017895698547, -0.008205538615584373, 0.04613720253109932, 0.09052222967147827, -0.08420448750257492, -0.021300066262483597, 0.04765268415212631, 0.0360758937895298, -0.13913393020629883, 0.06637363880872726, 0.03339667245745659, 0.00633466150611639, 0.0696941688656807, -0.09913081675767899, -0.21452486515045166, 0.03528829291462898, 0.023395288735628128, 0.015342580154538155, 0.08358722925186157, 0.027667507529258728, 0.09413336217403412, 0.1505822092294693, 0.011255555786192417, -0.18160328269004822, 0.04111924394965172, -0.00022799642465543002, -0.1002567857503891, 0.06971246004104614, -0.012298974208533764, -0.14957046508789062, -0.03214465081691742, 0.1104726493358612, -0.13342532515525818, 0.026089750230312347, -0.08697047829627991, -0.22230835258960724, -0.07822312414646149, 0.022387143224477768, -0.06520861387252808, -0.07290158420801163, 0.06237330287694931, 0.06024604290723801, -0.1253242790699005, 0.0650428757071495, 0.1414410024881363, -0.0956604927778244, 0.08161529153585434, 0.17974136769771576, -0.00265691545791924, 0.0144889447838068, -0.013808995485305786, 0.06496898829936981, 0.1280982345342636, -0.08617724478244781, -0.016167625784873962, -0.09736914932727814, -0.10241924226284027, 0.08069593459367752, -0.06645558029413223, -0.04249276593327522, 0.2618394196033478, -0.02150329388678074, -0.02277647703886032, 0.14457125961780548, -0.06501414626836777, -0.06705749779939651, 0.03824298083782196, 0.09302761405706406, -0.030314279720187187, -0.0020544270519167185, 0.059128616005182266, -0.024892007932066917, -0.02975790947675705, -0.19198516011238098, -0.08855938911437988, 0.24684369564056396, 0.0288345068693161, 0.12202475965023041, -0.16074925661087036, 0.052460189908742905, -0.11113190650939941, -0.033456068485975266, -0.0679989606142044, -0.13399367034435272, -0.0777391791343689, 0.05656025558710098, -0.10757313668727875, 0.15683972835540771, 0.15009154379367828, 0.13808022439479828, -0.06163119152188301, 0.021942421793937683, 0.005531370174139738, 0.07054493576288223, 0.08658555895090103, -0.12955094873905182, -0.08506279438734055, 0.03159178048372269, 0.00559719605371356, -0.04843969643115997, -0.12032394856214523, -0.03859627619385719, -0.09419488906860352, -0.026237094774842262, -0.018519561737775803, 0.11117275059223175, -0.12918893992900848, -0.025887425988912582, 0.017355315387248993, -0.012805677950382233, 0.0826343446969986, -0.07474962621927261, -0.10576985031366348, 0.04999785125255585, -0.07867245376110077, -0.07383232563734055, -0.07299256324768066, -0.04135238751769066, 0.0750303640961647, -0.09644803404808044, -0.04721202701330185, -0.070478655397892, -0.04362565651535988, -0.03747204318642616, -0.023985205218195915, -0.17291179299354553, 0.11688992381095886, -0.09888406097888947, -0.23185911774635315, 0.05595202371478081, 0.03628923371434212, -0.06511545181274414, 0.09742698073387146, 0.054506607353687286, -0.01918208971619606, -0.027177680283784866, -0.05844879522919655, 0.14146633446216583, -0.01906854845583439, 0.1310916692018509, 0.08618846535682678, 0.0858033299446106, -0.20659567415714264, 0.06185934692621231, -0.07800120860338211, 0.07361625880002975, 0.021858075633645058, 0.10089309513568878, -0.14524297416210175, -0.10897351056337357, -0.06752907484769821, -0.02202625200152397, -0.022974440827965736, 0.008022375404834747, -0.004762246739119291, 0.03355076536536217, -0.2641540765762329, -0.046290960162878036, 0.16099557280540466, -0.12563078105449677, -0.09163299947977066, 0.010175268165767193, -0.05212980881333351, -0.04119687154889107, -0.07451047748327255, 0.2645401656627655, 0.23462849855422974, 0.06836804747581482, -0.05142798647284508, 0.17029276490211487, -0.13459749519824982, -0.24264965951442719, 0.08499138057231903, 0.11528632044792175, -0.22762562334537506, 0.035751599818468094, -0.07988611608743668, 0.03458769991993904, -0.06929820030927658, -0.0693679004907608, -0.0222814679145813, -0.15637187659740448, 0.02972964197397232, -0.0369110070168972, 0.03495120629668236, 0.07308276742696762, 0.08426404744386673, -0.07860616594552994, 0.14247538149356842, -0.051336634904146194, -0.026623155921697617, -0.07568739354610443, 0.24088622629642487, -0.1306459605693817, 0.01795363612473011, -0.19721172749996185, -0.04463513568043709, 0.02106507308781147, -0.08369239419698715, 0.043792709708213806, 0.12078171968460083, 0.051938872784376144, -0.016988085582852364, -0.01004109624773264, 0.008725696243345737, 0.11770875751972198, -0.020180348306894302, 0.003880982520058751, -0.022046945989131927, -0.01673508994281292, -0.08995991200208664, 0.05836617574095726, -0.028157053515315056, -0.062121275812387466, 0.05705227702856064, 0.0365385077893734, -0.02531757764518261, 0.07933121174573898, 0.06910665333271027, -0.006014343351125717, -0.04519493505358696, -0.009270750917494297, 0.03039393573999405, -0.06670236587524414, -0.07360628992319107, 0.050573352724313736, -0.022756390273571014, 0.1259870082139969, 0.06445334106683731, 0.016632087528705597, 0.019310101866722107, -0.1614660769701004, -0.007338837720453739, 0.028570616617798805, 0.010381074622273445, 0.06512853503227234, 0.04586351662874222, -0.05690956488251686, 0.08120904862880707, -0.09340598434209824, 0.008474738337099552, 0.039769936352968216, 0.0248684324324131, -0.03611157089471817, 0.10514574497938156, 0.20033292472362518, -0.14628976583480835, 0.07723377645015717, 0.11569232493638992, 0.060505080968141556, 0.061487771570682526, -0.06264657527208328, -0.07612116634845734, 0.02447451278567314, 0.04966029152274132, -0.07998973876237869, 0.19448323547840118, 0.11981416493654251, 0.015765903517603874, 0.09322880208492279, -0.01449446938931942, 0.09534922987222672, -0.14037753641605377, -0.08261246979236603, -0.0631844624876976, -0.0793156772851944, -0.25744980573654175, 0.08900035172700882, -0.009691000916063786, 0.09339426457881927, -0.06952103227376938, -0.12729030847549438, 0.10216593742370605, -0.02470928058028221, 0.01167481578886509, 0.19442103803157806, -0.07960354536771774, -0.18733344972133636, -0.051083654165267944, -0.0654323548078537, -0.03879420831799507, -0.023139668628573418, -0.05526373162865639, -0.11012762039899826, -0.015485377982258797, 0.0406586229801178, -0.0043817381374537945, -0.10665184259414673, -0.011871135793626308, -0.05946218967437744, -0.0027552791871130466, 0.000021148112864466384, -0.09054633975028992, 0.06772961467504501, -0.05864526703953743, 0.0658397302031517, 0.1749945878982544, -0.06785611808300018, 0.11575594544410706, 0.05361640080809593, -0.039965059608221054, 0.07845532149076462, -0.03420859947800636, 0.17506735026836395, -0.023617006838321686, -0.02773800678551197, 0.13474498689174652, -0.019921982660889626, 0.01192769780755043, 0.0635456070303917, 0.008045503869652748, -0.12352459132671356, -0.03896916285157204, 0.027079187333583832, -0.1836613416671753, -0.17367838323116302, -0.08220292627811432, -0.032831016927957535, -0.03166116401553154, -0.024622714146971703, 0.08246396481990814, -0.009306373074650764, 0.13081607222557068, 0.07329457998275757, -0.04318375885486603, -0.20038124918937683, -0.08571253716945648, -0.09536366164684296, 0.015352386049926281, 0.025634566321969032, -0.12370610982179642, 0.020428191870450974, 0.09884482622146606, 0.3115326166152954, 0.3262938857078552, -0.06039781868457794, 0.08175507187843323, 0.057437557727098465, 0.23989905416965485, 0.12045034021139145, 0.12265565246343613, -0.06495338678359985, -0.012378783896565437, -0.023822054266929626, 0.030696580186486244, -0.057058922946453094, 0.01282052043825388, 0.0465526357293129, -0.11452700942754745, -0.006287447642534971, 0.015893904492259026, -0.0375753715634346, -0.04274050518870354, 0.0434531606733799, -0.1153431385755539, 0.1097995862364769, 0.024397103115916252, 0.16089937090873718, -0.03835156187415123, 0.13728435337543488, 0.0731966570019722, 0.013651560992002487, 0.003625031327828765, -0.029897700995206833, 0.06592381745576859, -0.06715941429138184, -0.017946427688002586, -0.001320265932008624, 0.02293078415095806, -0.0018311244202777743, 0.139262393116951, -0.2345186471939087, 0.24705393612384796, 0.020496916025877, -0.0946989357471466, -0.07148239761590958, -0.06826571375131607, -0.01782124675810337, -0.030933018773794174, 0.2159016877412796, -0.0012952021788805723, -0.14789582788944244, -0.21650637686252594, -0.011516421101987362, 0.08100928366184235, 0.16822309792041779, -0.025492291897535324, -0.011681374162435532, 0.010910802520811558, 0.0015211196150630713, -0.039248980581760406, -0.08492892235517502, -0.05097809433937073, -0.03100879304111004, 0.017700325697660446, 0.07603701949119568, -0.1269095093011856, 0.005374043248593807, 0.029136642813682556, -0.17880667746067047, -0.009503074921667576, -0.08459234237670898, -0.06418817490339279, -0.1265975385904312, -0.07366960495710373, 0.19024476408958435, -0.08693303167819977, -0.11074917018413544, -0.003169657662510872, 0.005770367104560137, -0.005107563454657793, -0.2756692171096802, 0.03406375274062157, -0.08270088583230972, 0.03215046226978302, -0.005987402051687241, 0.0952959954738617, -0.029324207454919815, 0.04616925120353699, -0.0034893304109573364, -0.05157345160841942, -0.0645156055688858, -0.11040790379047394, 0.12599001824855804, -0.29014015197753906, 0.0158704724162817, 0.17140693962574005, -0.021553905680775642, 0.19155503809452057, 0.05209488794207573, 0.049225520342588425, 0.1464286595582962, 0.1752091348171234, -0.05673707649111748, 0.17922227084636688, 0.23845291137695312, -0.0251163300126791, -0.26297417283058167, -0.008686845190823078, -0.1329014003276825, -0.016197673976421356, -0.06596843898296356, -0.3013189435005188, 0.006351924501359463, 0.060918908566236496, 0.006842738017439842, 0.17894303798675537, -0.08197065442800522, 0.025495057925581932, 0.19304151833057404, 0.0949220284819603, 0.27501317858695984, -0.10389543324708939, -0.039404455572366714, -0.03150578588247299, -0.12587256729602814, 0.21239732205867767, -0.13015475869178772, 0.0703471228480339, -0.0832555815577507, 0.09543953835964203, -0.03146514296531677, -0.03824262320995331, 0.1174938753247261, 0.13263890147209167, 0.11840226501226425, 0.0006534880376420915, -0.05478128790855408, 0.0769401416182518, -0.007863077335059643, 0.02781025692820549, -0.08048532903194427, 0.1036050021648407, -0.2038712203502655, 0.0002946113527286798, -0.024223370477557182, 0.011585606262087822, 0.04677853360772133, -0.08909326046705246, -0.08741846680641174, 0.03330305963754654, -0.08153089135885239, -0.025524241849780083, -0.042829837650060654, -0.013090064749121666, -0.012969782575964928, 0.186979740858078, 0.08327461034059525, -0.025788405910134315, 0.016694284975528717, -0.03027873858809471, -0.019113672897219658, 0.09866368025541306, -0.16943249106407166, 0.052201978862285614, 0.1244317963719368, 0.03503334894776344, 0.05763249099254608, 0.05141790211200714, 0.007158350199460983, 0.07376648485660553, 0.08998327702283859, -0.09471853077411652, -0.054702822118997574, 0.016683517023921013, -0.14578275382518768, 0.02591691166162491, 0.12458089739084244, 0.04732619598507881, 0.012200095690786839, 0.004799714311957359, -0.06611811369657516, 0.026797400787472725, -0.04169724881649017, 0.1018354520201683, 0.13965356349945068, 0.0795469880104065, -0.23195572197437286, 0.14442488551139832, -0.07185956090688705, 0.03904799744486809, 0.0072126202285289764, -0.11128182709217072, -0.1156885102391243, -0.09662298113107681, -0.06913702189922333, 0.20356999337673187, -0.27023082971572876, -0.11706352978944778, -0.04778231307864189, -0.13377328217029572, 0.029619650915265083, 0.20536905527114868, 0.05826292559504509, 0.06278397887945175, 0.026752987876534462, -0.07687613368034363, -0.09078959375619888, -0.025614511221647263, -0.12069569528102875, 0.028826531022787094, -0.08654957264661789, -0.10152536630630493, -0.07605180144309998, 0.25089722871780396, -0.09100167453289032, -0.03811049833893776, -0.0824613943696022, 0.06809220463037491, -0.2912217974662781, 0.020304197445511818, 0.0897662416100502, 0.04996773600578308, -0.025517066940665245, 0.010688832961022854, -0.04666973650455475, 0.025820987299084663, -0.141671285033226, 0.11598069220781326, 0.07911619544029236, -0.006665063556283712, -0.08566185086965561, 0.01922966167330742, 0.017737489193677902, 0.09440198540687561, 0.13698725402355194, 0.10303741693496704, -0.0581723116338253, 0.11743780225515366, 0.03803534060716629, -0.09961917996406555, -0.011916846968233585, 0.0639064759016037, 0.06948284804821014, 0.012923088856041431, 0.08049289882183075, 0.019515447318553925, -0.09888625144958496, 0.03748827800154686, -0.12449387460947037, -0.02906564064323902, 0.03188050165772438, -0.23794546723365784, 0.04188407585024834, -0.03243851289153099, -0.017577406018972397, 0.1285042017698288, 0.16339224576950073, -0.012675611302256584, 0.11247681081295013, -0.014258337207138538, -0.023424599319696426, -0.052144043147563934, 0.06654997915029526, -0.14682739973068237, -0.15554139018058777, -0.0038350578397512436, 0.05314478650689125, -0.0007162067922763526, 0.41541579365730286, -0.07369139790534973, -0.08601098507642746, -0.08923222869634628, 0.05633491650223732, -0.0038984178099781275, -0.042069848626852036, 0.2508225739002228, 0.11900624632835388, 0.017718909308314323, -0.01993512734770775, 0.07526876032352448, -0.03112822026014328, 0.04159221053123474, 0.17450055480003357, 0.09880325198173523, 0.06907568126916885, -0.008404702879488468, 0.08394671976566315, -0.14353185892105103, 0.1769452542066574, 0.12279068678617477, -0.029441287741065025, -0.0785447433590889, 0.07051339000463486, 0.03889686241745949, 0.07853502780199051, 0.0001223817962454632, 0.06796647608280182, 0.014389928430318832, -0.06389940530061722, -0.10587787628173828, -0.04956386610865593, -0.07687945663928986, -0.047777194529771805, 0.04338221624493599, -0.09858880937099457, -0.07422058284282684, 0.18659695982933044, 0.043915826827287674, 0.05550619959831238, 0.032713137567043304, -0.05810438469052315, 0.05939966067671776, -0.01562805101275444, -0.03717789426445961, -0.025642581284046173, 0.0669613927602768, -0.08173428475856781, 0.1776166409254074, -0.08869601786136627, 0.014047998934984207, 0.004050238989293575, 0.06662026047706604, 0.048005010932683945, -0.15559141337871552, -0.022486187517642975, -0.07087208330631256, 0.08409063518047333, 0.010904240421950817, 0.075007364153862, 0.008847899734973907, 0.020614197477698326, -0.006902253720909357, 0.09475981444120407, 0.030695876106619835, 0.1204233467578888, -0.04033365473151207, 0.044789426028728485, -0.07664862275123596, 0.11975696682929993, 0.04625315964221954, -0.03381703794002533, -0.0526675246655941, 0.24275779724121094, 0.16372376680374146, -0.16834227740764618, -0.01175959687680006, 0.03453347086906433, 0.043178316205739975, 0.020991364493966103, 0.19533152878284454, 0.07952556014060974, 0.08818875253200531, -0.06327547132968903, -0.1810215711593628, -0.04122499004006386, 0.0028007535729557276, 0.04204678535461426, 0.1707446128129959, 0.03847404569387436, -0.06060590222477913, -0.10433956980705261, 0.05052615702152252, -0.20104360580444336, 0.032039228826761246, -0.0002618624421302229, 0.02518080174922943, -0.09200350940227509, -0.06793087720870972, 0.027680300176143646, 0.04625367000699043, -0.10189583897590637, -0.12935227155685425, 0.02366800233721733, -0.004841827787458897, -0.016321862116456032, -0.23365241289138794, -0.11487609893083572, 0.008258886635303497, 0.1586005985736847, -0.023504741489887238, 0.0038884757086634636, 0.14123012125492096, 0.021979039534926414, -0.047800932079553604, -0.08238750696182251, 0.10531887412071228, 0.012038825079798698, -0.10368276387453079, -0.014265540055930614, 0.18677061796188354, -0.004903429187834263, 0.0039937919937074184, 0.029913797974586487, 0.03935634717345238, -0.026228269562125206, 0.026987439021468163, -0.03535489737987518, -0.048727523535490036, -0.001265693106688559, -0.05184237286448479, 0.11407333612442017, 0.042671989649534225, 0.012922667898237705, 0.04155158996582031, -0.09829813241958618, 0.10310038924217224, 0.04454629495739937, -0.06187792867422104, -0.011822283267974854, 0.038429487496614456, -0.07561485469341278, 0.07038826495409012, -0.05340578034520149, -0.1414928138256073, 0.07877932488918304, -0.10466054826974869, 0.03670487552881241, 0.04239330068230629, 0.06091688573360443, 0.10799098759889603, 0.1571236401796341, -0.03637434169650078, 0.01450177002698183, 0.007453437894582748, -0.02308373898267746, -0.09048554301261902, -0.06936820596456528 ]
af96311d66ccf05456d5c9018f3a5037b9d6bb5c
# Dataset Card for "simpsons-blip-captions-pil" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
jinmel/simpsons-blip-captions-pil
[ "region:us" ]
2023-02-22T02:02:08+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}, {"name": "image", "dtype": "image"}], "splits": [{"name": "train", "num_bytes": 27091297.0, "num_examples": 755}], "download_size": 26505319, "dataset_size": 27091297.0}}
2023-02-22T02:17:04+00:00
[]
[]
TAGS #region-us
# Dataset Card for "simpsons-blip-captions-pil" More Information needed
[ "# Dataset Card for \"simpsons-blip-captions-pil\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"simpsons-blip-captions-pil\"\n\nMore Information needed" ]
[ 6, 21 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"simpsons-blip-captions-pil\"\n\nMore Information needed" ]
[ -0.06797908991575241, 0.1504690796136856, -0.004803648684173822, 0.00017032315372489393, 0.07624514400959015, 0.0957874208688736, 0.1315399408340454, 0.0905725434422493, 0.12352146208286285, -0.03883523866534233, 0.12214737385511398, 0.08978424221277237, 0.04885590076446533, 0.25345176458358765, -0.046217743307352066, -0.11061382293701172, 0.01922019012272358, 0.08456887304782867, -0.011305391788482666, 0.08758751302957535, 0.018192199990153313, -0.043283116072416306, 0.012864583171904087, -0.10644876211881638, -0.28082212805747986, 0.050405822694301605, -0.021846843883395195, -0.04443690553307533, 0.05921340733766556, -0.05135723575949669, 0.15091976523399353, 0.021160317584872246, -0.017175504937767982, -0.10662535578012466, 0.025966202840209007, -0.028974322602152824, -0.039062123745679855, 0.0895225927233696, 0.02703223004937172, -0.09002027660608292, -0.08240309357643127, -0.00897271279245615, 0.032831791788339615, 0.011153901927173138, -0.09442371129989624, -0.18179209530353546, -0.09420333057641983, -0.07775767147541046, 0.0010518119670450687, -0.08847951889038086, 0.04146673157811165, 0.13538357615470886, -0.11900237202644348, 0.04286416992545128, 0.19251379370689392, -0.1493905484676361, 0.05868583545088768, 0.17293472588062286, -0.028221216052770615, 0.02979496493935585, -0.005167989991605282, 0.06568238884210587, 0.06064551696181297, -0.034986309707164764, -0.04601583257317543, -0.020121578127145767, -0.12593989074230194, 0.06986834108829498, 0.009642921388149261, -0.09082915633916855, 0.34916073083877563, 0.006728056818246841, 0.007001086603850126, -0.007112997118383646, -0.0029462974052876234, -0.09833213686943054, 0.0034201687667518854, 0.11663339287042618, 0.022335808724164963, -0.035219307988882065, 0.02272164076566696, 0.04202094301581383, -0.05362314730882645, -0.1422058492898941, -0.12308889627456665, 0.11110574007034302, -0.06374100595712662, 0.12757006287574768, -0.18916065990924835, 0.016302166506648064, -0.008612831123173237, -0.01800902746617794, 0.04239470139145851, -0.07052044570446014, -0.04222942888736725, 0.017874641343951225, -0.06462616473436356, 0.03233957290649414, 0.09580008685588837, 0.05677768588066101, 0.11146418005228043, 0.02017669379711151, -0.13374391198158264, 0.12273039668798447, 0.18119190633296967, -0.09796090424060822, 0.04937199503183365, -0.018896277993917465, -0.0026641234289854765, -0.11338844150304794, 0.0020211455412209034, -0.0834389254450798, -0.12042209506034851, 0.020548922941088676, -0.05372868478298187, 0.10685603320598602, -0.06176843121647835, -0.09634493291378021, -0.08092043548822403, -0.043594855815172195, 0.11827629059553146, -0.11218007653951645, -0.015042931772768497, -0.022782472893595695, -0.05901293456554413, 0.029288018122315407, -0.09172322601079941, -0.07446558028459549, 0.07378850132226944, 0.14571517705917358, -0.07167257368564606, -0.012537277303636074, -0.04415326192975044, -0.024581506848335266, 0.0609826035797596, -0.1800561100244522, 0.08258017897605896, -0.0633089542388916, -0.23908664286136627, 0.08413131535053253, -0.005978723056614399, -0.059818197041749954, 0.13564491271972656, 0.020532384514808655, 0.08880661427974701, -0.044202547520399094, -0.06263529509305954, 0.1202876940369606, -0.0588420107960701, 0.09831632673740387, -0.05367486923933029, 0.1192978173494339, -0.19812317192554474, 0.05029870197176933, -0.1020679771900177, 0.04649282246828079, -0.11468140035867691, 0.0015303194522857666, -0.08450648188591003, 0.031210575252771378, -0.025840025395154953, -0.020789727568626404, -0.08483988046646118, 0.01860354095697403, -0.04757236689329147, 0.020090658217668533, -0.22852566838264465, -0.06031817942857742, 0.2100449800491333, -0.12898297607898712, -0.12256977707147598, -0.007643526419997215, -0.04406285285949707, -0.015392737463116646, 0.0026847566477954388, 0.28811123967170715, -0.010852623730897903, 0.06325063854455948, 0.012825893238186836, 0.1399391144514084, -0.12403486669063568, -0.21805046498775482, 0.06380331516265869, -0.01585197076201439, -0.19179579615592957, 0.042132116854190826, 0.12362499535083771, 0.012624042108654976, -0.03972519561648369, -0.02660295180976391, -0.011150023899972439, -0.13076728582382202, 0.11856871098279953, 0.009348379448056221, 0.02744634822010994, -0.06492896378040314, 0.12647296488285065, 0.12379749119281769, 0.06588749587535858, 0.009803460910916328, -0.035440683364868164, -0.0019489810802042484, 0.11524603515863419, -0.10927096009254456, -0.021877165883779526, -0.19166693091392517, -0.07631583511829376, 0.0006929407827556133, -0.0031864296179264784, 0.026177190244197845, 0.04661737009882927, 0.04232348874211311, -0.02172471024096012, 0.008093142881989479, 0.10114240646362305, 0.08535066992044449, 0.050338465720415115, 0.08599353581666946, 0.0059316400438547134, -0.012988359667360783, -0.09380423277616501, 0.030768396332859993, 0.03753788396716118, -0.06633375585079193, 0.07935155183076859, 0.0799708291888237, 0.0283065102994442, -0.030854588374495506, 0.06649406254291534, -0.0013701814459636807, 0.008608974516391754, -0.027884788811206818, 0.04149803891777992, -0.0433836504817009, -0.021489450708031654, -0.014348145574331284, -0.0740944966673851, 0.17438440024852753, 0.1958053708076477, -0.0636858344078064, 0.03079472854733467, -0.1616656631231308, 0.030491240322589874, -0.01610563136637211, -0.0872783288359642, -0.045057326555252075, -0.2041015625, -0.03759947046637535, 0.07364986836910248, -0.08960451930761337, -0.02031421847641468, 0.03266323730349541, 0.01027663517743349, -0.09761390089988708, 0.015782689675688744, 0.17105160653591156, -0.22101913392543793, 0.15213212370872498, 0.23839198052883148, 0.1535784751176834, 0.1626012623310089, -0.05374244973063469, -0.07768641412258148, -0.006218183785676956, -0.03652035817503929, -0.06522207707166672, 0.2476198375225067, -0.0864635556936264, 0.03767247125506401, 0.11537369340658188, -0.016094166785478592, 0.05541311949491501, -0.08963653445243835, -0.10280628502368927, -0.001491373055614531, -0.020542463287711143, -0.19084471464157104, -0.00008045665890676901, 0.05405925214290619, 0.0893210619688034, -0.005045273341238499, 0.01290778536349535, 0.16520565748214722, -0.032848428934812546, 0.009453904815018177, 0.05292809009552002, -0.19730275869369507, -0.3088454604148865, -0.06750790029764175, -0.13129381835460663, 0.02778054028749466, 0.03393857926130295, -0.030506161972880363, -0.08777724206447601, -0.009644627571105957, 0.04973330721259117, -0.025439850986003876, -0.15347440540790558, 0.0038438274059444666, -0.04793749377131462, 0.022006800398230553, -0.06964080780744553, -0.11104783415794373, 0.036429353058338165, -0.04936647415161133, 0.16745194792747498, 0.13215769827365875, -0.08963017165660858, 0.06095680594444275, 0.105068638920784, -0.06308762729167938, 0.09766145795583725, -0.07096122950315475, 0.061580367386341095, -0.020859654992818832, -0.07211983948945999, 0.06006195768713951, -0.09438864141702652, -0.014002243056893349, 0.008171021938323975, 0.08028990030288696, -0.13524705171585083, -0.0012053049867972732, -0.049032896757125854, -0.20014667510986328, -0.1768985241651535, -0.13557538390159607, -0.038744132965803146, 0.15184159576892853, 0.11526302993297577, 0.035408664494752884, -0.07039236277341843, 0.07234036177396774, 0.09781204164028168, 0.03334760665893555, -0.13867604732513428, -0.051094669848680496, -0.00818184856325388, -0.02778204344213009, 0.007261749356985092, -0.11589732021093369, -0.004385944455862045, 0.113793283700943, 0.1808302104473114, 0.20200197398662567, 0.08796455711126328, 0.11696108430624008, 0.0039228335954248905, 0.08308858424425125, 0.1409866362810135, 0.2029876708984375, 0.061187971383333206, -0.006170052569359541, -0.0040956540033221245, -0.00888851098716259, -0.096376433968544, -0.029590465128421783, 0.08205749094486237, -0.06639302521944046, 0.049277059733867645, -0.21062013506889343, 0.020471546798944473, -0.1577197015285492, 0.059368427842855453, -0.13164101541042328, 0.09696537256240845, 0.01684858463704586, 0.1166587769985199, -0.10216797888278961, 0.09554509818553925, 0.10214188694953918, -0.027496717870235443, 0.03308601677417755, -0.017068902030587196, 0.05871254578232765, -0.07544949650764465, -0.024105284363031387, -0.02968757413327694, -0.06947723776102066, -0.0031541655771434307, 0.1274818480014801, -0.18340614438056946, 0.18395021557807922, 0.020437978208065033, -0.12831370532512665, -0.13694489002227783, -0.04384615272283554, -0.028893429785966873, -0.09077678620815277, 0.12463535368442535, 0.01467153150588274, -0.15660648047924042, -0.14293600618839264, -0.0428520068526268, -0.04734748229384422, 0.12863412499427795, -0.023934688419103622, -0.11178924143314362, 0.04879700765013695, -0.001987848896533251, -0.048350948840379715, -0.182709202170372, 0.03493472933769226, -0.11960987746715546, 0.029147477820515633, 0.021317502483725548, -0.13737984001636505, 0.024922512471675873, -0.003200571285560727, -0.10678958892822266, 0.04766996204853058, 0.05100684240460396, -0.06477753818035126, -0.08264841884374619, 0.08169917017221451, 0.13637514412403107, 0.03721097111701965, 0.04870154708623886, 0.03434844687581062, 0.028317274525761604, -0.06368492543697357, -0.20293542742729187, 0.07125592976808548, -0.05636065825819969, 0.07297847419977188, -0.11667308211326599, 0.16410405933856964, -0.0439729206264019, 0.044168248772621155, -0.002248148201033473, -0.0018268607091158628, 0.02505289949476719, -0.04732595011591911, 0.11463393270969391, -0.15118107199668884, 0.10474155843257904, 0.23318302631378174, 0.03749255836009979, 0.08761884272098541, 0.0774565190076828, -0.006310466676950455, 0.2139129936695099, 0.13744542002677917, -0.0852503627538681, 0.2086171805858612, 0.039530057460069656, -0.007315815892070532, -0.1735098510980606, 0.02503558062016964, -0.19034996628761292, -0.04315270856022835, 0.11263874173164368, -0.20060811936855316, 0.1338871270418167, 0.16627337038516998, -0.024547163397073746, 0.329167902469635, -0.19188429415225983, -0.011828301474452019, 0.21992088854312897, 0.10293063521385193, 0.3353004455566406, -0.08781898766756058, -0.10367874801158905, -0.09857980161905289, -0.15758474171161652, 0.3118676543235779, -0.06120741739869118, 0.026279328390955925, -0.019342072308063507, 0.06868377327919006, 0.007745067588984966, -0.0384816899895668, 0.149508535861969, 0.04684586450457573, 0.06472963094711304, -0.0817621573805809, -0.059921033680438995, 0.09400328993797302, 0.0004472376895137131, 0.020007723942399025, -0.08444518595933914, -0.007083007134497166, -0.140468031167984, 0.00017649223445914686, 0.024135200306773186, 0.00503918994218111, 0.026531778275966644, -0.08283193409442902, -0.0853806808590889, -0.02281361259520054, -0.16003762185573578, -0.024601848796010017, 0.02347608469426632, 0.005516384728252888, 0.0298257265239954, 0.061851710081100464, -0.028231177479028702, -0.04574915021657944, -0.07795063406229019, -0.06231152266263962, -0.06682614237070084, 0.07692614942789078, -0.1393194943666458, 0.025543592870235443, 0.09164265543222427, 0.05552442744374275, 0.06172121688723564, 0.07812715321779251, -0.0364765040576458, 0.011970877647399902, 0.12004271149635315, -0.1401284784078598, 0.007825520820915699, 0.07216133922338486, 0.026171334087848663, 0.05422767624258995, 0.005157326348125935, 0.004045229870826006, 0.08348759263753891, -0.01917329989373684, 0.006574917118996382, 0.03183596953749657, -0.03941576927900314, 0.039074428379535675, 0.08650029450654984, 0.07396629452705383, -0.21381857991218567, 0.19114412367343903, 0.031711455434560776, -0.1023697704076767, -0.023495255038142204, -0.03702250495553017, -0.06435897201299667, -0.06111079826951027, -0.0992211401462555, 0.1274394541978836, 0.027866145595908165, -0.07811620831489563, -0.0020806703250855207, -0.12082970887422562, 0.040669601410627365, 0.1538987159729004, 0.07753124833106995, 0.10494862496852875, 0.015713319182395935, -0.05911257117986679, -0.04859519749879837, -0.027091603726148605, -0.0934455469250679, 0.05152786150574684, -0.010490352287888527, -0.14408093690872192, -0.021569106727838516, 0.15553514659404755, -0.06457497924566269, -0.05047288537025452, -0.08207925409078598, 0.07809039950370789, -0.08001696318387985, 0.04208586364984512, -0.02235724776983261, 0.0033022654242813587, 0.03250720351934433, 0.09681569039821625, 0.03486303985118866, -0.05754144489765167, -0.11451209336519241, 0.10956758260726929, 0.06423541903495789, -0.01605197787284851, -0.07267371565103531, -0.01171042863279581, 0.07619019597768784, 0.010449997149407864, 0.10750797390937805, 0.12917426228523254, 0.0019133951282128692, 0.08776888996362686, -0.022440943866968155, -0.14615170657634735, 0.04242498800158501, 0.05026431754231453, 0.07034683972597122, 0.043045949190855026, 0.005231919698417187, 0.06263279169797897, -0.043781764805316925, 0.0721125528216362, 0.005708080250769854, -0.10980928689241409, -0.03346191719174385, -0.10027837008237839, -0.08349380642175674, -0.019881876185536385, -0.09765492379665375, 0.17747122049331665, 0.01270697545260191, -0.04790497571229935, 0.11753878742456436, 0.03844223916530609, -0.02510775439441204, -0.06876684725284576, -0.0034104022197425365, -0.16240282356739044, 0.00906273815780878, 0.0898696705698967, 0.01023477129638195, -0.02085363119840622, 0.4720466732978821, -0.00767724122852087, -0.09891951829195023, -0.031407490372657776, 0.11516692489385605, -0.018755121156573296, 0.01622716896235943, 0.3553904891014099, 0.020051918923854828, -0.045822881162166595, -0.08832603693008423, 0.06301087886095047, 0.009768855758011341, 0.062043335288763046, 0.14770996570587158, 0.09332060068845749, 0.014213000424206257, -0.02438987046480179, 0.051989808678627014, -0.05284340679645538, 0.028938008472323418, 0.06611820310354233, 0.09313080459833145, 0.04868089035153389, 0.08693958073854446, 0.014481574296951294, -0.025027170777320862, -0.029393725097179413, 0.0693216472864151, -0.026470104232430458, -0.05836869776248932, -0.05993986502289772, -0.06736194342374802, 0.0058533307164907455, -0.11981002986431122, 0.04420660808682442, -0.06276623904705048, -0.02232068032026291, 0.33684486150741577, 0.04573783650994301, 0.011602403596043587, 0.07937385141849518, -0.09852385520935059, 0.07631421834230423, 0.043506503105163574, 0.011723730713129044, -0.08328093588352203, -0.061560217291116714, -0.08587636053562164, 0.04357192665338516, -0.03676591441035271, -0.03375420719385147, -0.03852841630578041, 0.0704723373055458, -0.025428531691432, -0.11403738707304001, -0.049980923533439636, -0.055074866861104965, 0.05828583613038063, -0.06864232569932938, 0.12945005297660828, 0.01433612871915102, 0.047724030911922455, -0.0029819959308952093, 0.05543568357825279, 0.03662176802754402, 0.037424009293317795, -0.010680106468498707, -0.07522043585777283, -0.05526237189769745, 0.04851057007908821, 0.03694797307252884, -0.06875868886709213, -0.046577878296375275, 0.14010070264339447, 0.24009132385253906, -0.003182898508384824, 0.009116221219301224, 0.03824487701058388, 0.036004457622766495, 0.044868867844343185, 0.16009649634361267, 0.021837156265974045, 0.05939463526010513, 0.015773065388202667, -0.12177219986915588, -0.011571723967790604, -0.062292519956827164, 0.04310018941760063, 0.009227552451193333, 0.07312177866697311, -0.07919877767562866, -0.08740383386611938, 0.10642677545547485, -0.1692553013563156, 0.04001281410455704, 0.12910887598991394, -0.14270149171352386, -0.08449223637580872, -0.020126353949308395, 0.11060810089111328, -0.019472690299153328, -0.020636022090911865, -0.1190888062119484, 0.0023806574754416943, -0.02297571860253811, -0.011808501556515694, -0.32410261034965515, -0.17693258821964264, -0.0002650003298185766, -0.09222212433815002, 0.10424723476171494, -0.013975810259580612, 0.12834432721138, -0.012873547151684761, 0.08316375315189362, -0.062433429062366486, 0.03912854567170143, 0.021386297419667244, 0.06769257038831711, -0.028733523562550545, 0.14373549818992615, -0.03230266273021698, -0.006030627992004156, 0.03907967358827591, -0.04291766509413719, -0.054220203310251236, 0.07095117121934891, -0.007531696930527687, -0.014171061106026173, -0.008874264545738697, -0.08432550728321075, 0.11503908038139343, 0.038509976118803024, -0.019061485305428505, -0.005901227705180645, 0.00033770190202631056, 0.06778246909379959, 0.005424961913377047, -0.12704767286777496, -0.06433159857988358, 0.047821421176195145, -0.09451697021722794, 0.09239144623279572, -0.04819299280643463, -0.18119488656520844, 0.052574656903743744, -0.11739788949489594, -0.014420446008443832, -0.04379253834486008, 0.031890735030174255, 0.10866445302963257, 0.07394617050886154, -0.05277131125330925, 0.02488597482442856, 0.055607009679079056, 0.0024630106054246426, -0.07119054347276688, -0.07528413087129593 ]
df984f873641538b8e9da6e870e6faa8597f0301
# Dataset Card for "1.predict_last_word" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.1.predict_last_word
[ "region:us" ]
2023-02-22T06:22:11+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 4628980, "num_examples": 39905}, {"name": "validation", "num_bytes": 98368, "num_examples": 848}, {"name": "test", "num_bytes": 200680, "num_examples": 1730}], "download_size": 0, "dataset_size": 4928028}}
2023-02-22T11:26:30+00:00
[]
[]
TAGS #region-us
# Dataset Card for "1.predict_last_word" More Information needed
[ "# Dataset Card for \"1.predict_last_word\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"1.predict_last_word\"\n\nMore Information needed" ]
[ 6, 18 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"1.predict_last_word\"\n\nMore Information needed" ]
[ -0.040845148265361786, 0.03564414009451866, -0.004617035388946533, -0.03756731376051903, 0.09219043701887131, 0.03411475941538811, 0.02106235735118389, 0.08330655843019485, 0.13373024761676788, 0.05584387108683586, 0.15452226996421814, -0.030431970953941345, 0.027608195319771767, 0.26689717173576355, -0.038457322865724564, -0.09323760122060776, 0.09255136549472809, -0.019237840548157692, 0.08126424252986908, 0.08994410932064056, -0.010975165292620659, -0.07420261949300766, 0.04972683638334274, -0.039289187639951706, -0.16030870378017426, 0.08494391292333603, -0.04798120632767677, -0.07980719953775406, 0.01894707977771759, -0.10619243234395981, 0.08754203468561172, 0.02838779427111149, -0.02997521497309208, -0.1947595775127411, 0.021581193432211876, 0.0018722574459388852, -0.022144882008433342, -0.004308018367737532, 0.05288528650999069, -0.22793075442314148, -0.07674240320920944, 0.0016037608729675412, -0.00832333229482174, -0.00009410030179424211, -0.20083822309970856, -0.1798107922077179, -0.030785398557782173, -0.02363203652203083, 0.07169423997402191, 0.034866709262132645, -0.016879107803106308, 0.03433598205447197, -0.12184406816959381, 0.02462819777429104, 0.1021852046251297, -0.21656379103660583, 0.09799112379550934, 0.08104003965854645, -0.02890114299952984, 0.0378895066678524, -0.03263545408844948, -0.017949072644114494, 0.11009684950113297, -0.014064659364521503, -0.1250176876783371, 0.04333743825554848, 0.08871136605739594, 0.07383724302053452, -0.1397697627544403, -0.09228067845106125, 0.3923732340335846, -0.0015258768107742071, 0.03184501826763153, 0.013398496434092522, -0.00722236605361104, -0.15098610520362854, -0.00012192715803394094, 0.07145874947309494, 0.002569288481026888, 0.05165090039372444, 0.11553704738616943, 0.16340647637844086, -0.17810119688510895, -0.03729759529232979, -0.21191538870334625, 0.21446892619132996, -0.058841995894908905, 0.16308821737766266, -0.20300009846687317, -0.0006009148783050478, -0.061008453369140625, -0.06599893420934677, -0.0876544788479805, -0.11944464594125748, -0.0492989644408226, -0.08152895420789719, -0.06921446323394775, 0.056482043117284775, 0.049668680876493454, 0.05981426313519478, 0.04698194935917854, 0.06618618220090866, -0.0009389069746248424, 0.09435287863016129, 0.22952374815940857, -0.0785905122756958, 0.010686208494007587, 0.04741240665316582, -0.09925299137830734, -0.1198217049241066, 0.00018186334636993706, -0.06503275781869888, -0.07384548336267471, 0.06259898096323013, -0.10013222694396973, 0.0763062834739685, -0.0062741064466536045, -0.11457027494907379, -0.08596998453140259, -0.057770635932683945, 0.142951101064682, -0.07719304412603378, -0.03752235323190689, 0.052052516490221024, -0.08989577740430832, 0.01629539765417576, -0.0572936125099659, -0.0015955088892951608, 0.0034456902649253607, 0.014612467959523201, -0.04014446586370468, -0.0070312716998159885, -0.036957480013370514, 0.0009295190102420747, 0.07353004068136215, -0.011774254962801933, 0.043450478464365005, -0.07519795000553131, -0.24943634867668152, -0.009895212948322296, 0.006163466721773148, -0.08396871387958527, 0.12744756042957306, -0.05532810464501381, 0.027433479204773903, 0.03476555645465851, -0.07624654471874237, 0.09740233421325684, -0.14412514865398407, 0.04711092635989189, 0.0016547153936699033, 0.09621943533420563, -0.13609467446804047, 0.03863713517785072, -0.17993800342082977, -0.01677132211625576, 0.013107086531817913, 0.0772886872291565, -0.05554882436990738, 0.14761994779109955, -0.06514524668455124, 0.002212804276496172, -0.24628973007202148, 0.028754426166415215, -0.06960243731737137, 0.11737944185733795, -0.2554945945739746, -0.048910267651081085, 0.15206889808177948, -0.13506852090358734, -0.15348367393016815, -0.023367324844002724, -0.02775094099342823, 0.062029290944337845, 0.031208736822009087, 0.29904747009277344, 0.016609063372015953, -0.0010319894645363092, -0.03656873479485512, 0.19322840869426727, -0.22689257562160492, -0.23997177183628082, 0.05722677707672119, -0.005767444614320993, -0.11754738539457321, 0.05393294245004654, 0.1410568207502365, -0.019262777641415596, -0.08134571462869644, -0.08534052222967148, -0.01048164814710617, -0.08192620426416397, 0.024266989901661873, -0.007264438550919294, 0.027119707316160202, -0.03850487247109413, 0.05829700455069542, 0.011734021827578545, 0.043713636696338654, 0.09017767757177353, -0.030215034261345863, -0.04474864527583122, 0.11809869110584259, -0.1011168360710144, 0.024040384218096733, -0.24484165012836456, -0.07993052899837494, 0.010286384262144566, 0.12329282611608505, -0.050136055797338486, 0.08408575505018234, 0.1086682602763176, -0.08279813081026077, 0.03627386316657066, 0.04046619310975075, 0.2903304100036621, 0.02537822164595127, -0.054604917764663696, -0.06383218616247177, 0.04350150004029274, -0.12116362154483795, -0.022969918325543404, -0.05451303720474243, -0.0817180946469307, 0.12656904757022858, -0.00345650059171021, -0.0536780059337616, -0.03219515085220337, 0.05507281795144081, -0.016266142949461937, -0.03866222873330116, -0.003966270014643669, 0.03740932419896126, -0.006849262863397598, -0.1004507914185524, 0.06810082495212555, -0.12678565084934235, 0.09732333570718765, 0.10965859889984131, -0.020259661599993706, -0.014791439287364483, -0.057892195880413055, -0.06532078981399536, 0.016189616173505783, -0.05460750311613083, 0.0806276947259903, 0.019707245752215385, -0.026257595047354698, 0.013227267190814018, -0.030003417283296585, -0.04680425673723221, 0.08020423352718353, -0.019543448463082314, -0.15390443801879883, 0.10355661064386368, 0.025997349992394447, -0.1556253731250763, 0.11538601666688919, 0.16765239834785461, 0.14303676784038544, 0.1139414831995964, -0.05553042143583298, -0.10075110197067261, 0.014191122725605965, 0.050887010991573334, -0.0761796236038208, 0.08278792351484299, -0.12888504564762115, -0.01827310584485531, 0.09722115099430084, 0.05014903098344803, 0.07197988778352737, -0.11413522064685822, -0.11181174218654633, -0.041817277669906616, 0.0005108009208925068, -0.2102290540933609, -0.01985173113644123, 0.012825719080865383, 0.08806847035884857, 0.036173880100250244, -0.04302579537034035, 0.12559041380882263, -0.011814872734248638, -0.08077434450387955, 0.16535449028015137, -0.123188316822052, -0.3870465159416199, -0.0760447233915329, -0.19375284016132355, 0.05804303660988808, 0.035043444484472275, 0.02927803061902523, -0.2011486440896988, -0.04926097020506859, -0.01286337710916996, -0.11393970996141434, -0.2099389284849167, 0.01547602005302906, 0.046829771250486374, -0.006281545851379633, -0.010317523963749409, -0.06583847850561142, -0.013337275944650173, -0.1387069970369339, 0.13289110362529755, 0.12270493060350418, -0.08104550838470459, 0.05897632613778114, 0.20183563232421875, 0.0675659105181694, 0.093409962952137, -0.030034076422452927, 0.13274948298931122, -0.014021329581737518, -0.19715984165668488, 0.0994337797164917, 0.005160776432603598, 0.006919305305927992, 0.19132329523563385, 0.048700738698244095, -0.17128857970237732, 0.03403608873486519, -0.037764836102724075, -0.1651364117860794, -0.1665278971195221, -0.10322703421115875, 0.007035878021270037, 0.028675919398665428, 0.08342523127794266, 0.1343601644039154, -0.09659933298826218, 0.003678077133372426, 0.10401900112628937, -0.15469586849212646, -0.13916239142417908, -0.005848054774105549, -0.11587806791067123, 0.028038080781698227, -0.0010787559440359473, -0.09693872183561325, -0.009590872563421726, 0.14317822456359863, 0.1093001514673233, 0.0904921144247055, 0.10464809834957123, 0.13743138313293457, 0.05827338248491287, 0.030560990795493126, 0.09697853028774261, 0.03901612013578415, 0.06749529391527176, -0.032629530876874924, 0.04444044828414917, 0.018837809562683105, -0.0012542307376861572, 0.04285037890076637, 0.08852695673704147, -0.10578358173370361, -0.06503897905349731, -0.055219054222106934, 0.071259506046772, -0.03896889463067055, 0.099324531853199, -0.24859608709812164, 0.032123349606990814, 0.04187918081879616, 0.03971550986170769, -0.058928217738866806, 0.0980442613363266, -0.09719563275575638, 0.009065921418368816, 0.15126024186611176, 0.06121743842959404, 0.03601214662194252, -0.0010860397014766932, 0.018154948949813843, -0.05896105244755745, -0.13219387829303741, -0.001273023197427392, 0.18467138707637787, -0.1774323284626007, 0.13522706925868988, 0.00662960996851325, -0.0007985122501850128, -0.08799897134304047, -0.06828360259532928, -0.10705113410949707, -0.020592691376805305, 0.1967310905456543, 0.015588179230690002, -0.004866695962846279, -0.11585169285535812, -0.11552488058805466, -0.08026434481143951, 0.12162542343139648, -0.04401778429746628, -0.010501469485461712, 0.09161583334207535, -0.02927347645163536, 0.00921554397791624, -0.3162565231323242, 0.07692369073629379, -0.045297201722860336, 0.07956976443529129, -0.007578630466014147, -0.04160589352250099, -0.0059936270117759705, 0.015261701308190823, -0.11870459467172623, 0.09688816964626312, -0.004619085695594549, -0.004081231076270342, -0.12029097974300385, 0.09567428380250931, 0.10631144791841507, 0.008514853194355965, -0.03964024409651756, -0.012095523998141289, 0.09826561063528061, 0.002736322581768036, -0.2004162222146988, 0.06448961794376373, -0.0751490443944931, 0.09820262342691422, -0.10805962979793549, 0.20856834948062897, -0.02255467139184475, -0.014250633306801319, -0.026988867670297623, 0.03390735760331154, -0.15588413178920746, -0.05791690573096275, 0.18183816969394684, -0.10307271033525467, 0.030734363943338394, 0.08421565592288971, 0.09795720130205154, -0.006305467803031206, 0.07614859193563461, 0.02403242327272892, 0.1924019157886505, 0.16435512900352478, -0.084925577044487, 0.27438047528266907, 0.13496412336826324, -0.05705844610929489, -0.21889488399028778, -0.06712501496076584, -0.03392281383275986, -0.03814254328608513, -0.06218549236655235, -0.12619271874427795, 0.2318877875804901, 0.09053720533847809, -0.03186449781060219, 0.23736681044101715, -0.21225190162658691, -0.031562428921461105, 0.16382934153079987, -0.04106194153428078, 0.49359554052352905, -0.12372339516878128, -0.13508214056491852, -0.06839065998792648, -0.06335306167602539, 0.187080517411232, -0.012717857025563717, 0.07135945558547974, 0.02778976783156395, 0.03473659232258797, -0.0032511528115719557, -0.058165229856967926, 0.14239199459552765, 0.17201067507266998, 0.041893284767866135, -0.022310081869363785, -0.01578332856297493, 0.040945444256067276, -0.06424020975828171, 0.06681226938962936, 0.19534461200237274, -0.015247868373990059, -0.13458453118801117, -0.07990466058254242, -0.014836250804364681, 0.013306074775755405, 0.097501739859581, 0.03517792001366615, 0.03787946328520775, -0.05484960600733757, -0.024836644530296326, -0.06546691805124283, 0.11458715051412582, -0.05876972898840904, -0.0011924909194931388, 0.07125978171825409, 0.10160186141729355, -0.1195986270904541, -0.032756902277469635, -0.04489997401833534, -0.09997080266475677, 0.03974553197622299, -0.21238429844379425, 0.06027383729815483, 0.10907872766256332, 0.02338908426463604, 0.04561096057295799, 0.10354360193014145, 0.006103235296905041, -0.052146486937999725, 0.2182929813861847, -0.1448415070772171, -0.13610592484474182, -0.00371846673078835, -0.11121084541082382, -0.07743702828884125, 0.005580110941082239, -0.02584082819521427, 0.11612653732299805, -0.01186730433255434, -0.017564011737704277, 0.054421763867139816, -0.027870725840330124, 0.08546309918165207, 0.03749123215675354, 0.07523516565561295, -0.22979845106601715, 0.24411146342754364, 0.0299708042293787, -0.05700147897005081, 0.05401099845767021, 0.012981287203729153, -0.12593039870262146, -0.08799513429403305, -0.08198980987071991, 0.19079212844371796, -0.07100901752710342, -0.050374485552310944, -0.045199792832136154, -0.13623808324337006, 0.11389725655317307, 0.3127131760120392, 0.10330737382173538, 0.10328297317028046, 0.03354660049080849, -0.014231652952730656, 0.0150731997564435, -0.005693324841558933, 0.04811982065439224, -0.016194168478250504, -0.046930473297834396, 0.03421473875641823, -0.009402832016348839, 0.19037708640098572, -0.06649372726678848, -0.14022031426429749, -0.07960081845521927, 0.09854759275913239, -0.10149335116147995, 0.06151334568858147, -0.04695357754826546, -0.015338197350502014, 0.03386035934090614, 0.08948694169521332, -0.051529236137866974, -0.026742979884147644, -0.15082040429115295, 0.10720457136631012, -0.0011102408170700073, 0.03190857917070389, -0.07190130650997162, -0.02869608625769615, 0.0035457531921565533, 0.05113895609974861, 0.08468813449144363, 0.1998007744550705, -0.002387187210842967, 0.06844235211610794, -0.07914219796657562, -0.1045607477426529, 0.14165596663951874, -0.0009216006146743894, 0.05535243824124336, 0.0030386310536414385, 0.00014925269351806492, 0.10598047822713852, -0.10218669474124908, 0.03774252533912659, -0.1676861047744751, -0.10573996603488922, -0.06461840122938156, -0.08113528788089752, -0.07761500030755997, -0.03284280747175217, -0.11977259069681168, 0.14561811089515686, 0.10269954055547714, 0.0540417917072773, 0.05304272845387459, -0.053187303245067596, 0.04125477746129036, -0.04879432171583176, -0.02643662877380848, -0.12245532125234604, -0.11576012521982193, 0.06808889657258987, 0.05970797315239906, -0.02236585132777691, 0.38660722970962524, -0.020364603027701378, -0.06941107660531998, -0.026717931032180786, 0.07724349945783615, -0.040141016244888306, 0.06671036034822464, 0.29579034447669983, 0.1423497498035431, -0.03068714030086994, 0.009996132925152779, 0.07454930990934372, 0.0384395495057106, 0.2345399558544159, 0.062763512134552, 0.022546175867319107, 0.0985182523727417, 0.07905663549900055, -0.05597455054521561, -0.13353414833545685, 0.0631256178021431, 0.033336229622364044, -0.19369803369045258, 0.0358884260058403, 0.06704243272542953, -0.027958298102021217, 0.012751446105539799, 0.043244387954473495, -0.05783991143107414, -0.07455737888813019, -0.0649418905377388, -0.1092623621225357, -0.07665298134088516, -0.03606373816728592, -0.06587846577167511, 0.05608536675572395, -0.07980406284332275, 0.04279682785272598, 0.2346549779176712, 0.06546858698129654, 0.03533095866441727, 0.043651748448610306, 0.009289152920246124, 0.016173677518963814, 0.04765373468399048, -0.12249460071325302, 0.019390864297747612, 0.030642947182059288, -0.042489610612392426, 0.053152017295360565, -0.09336616843938828, -0.04344256594777107, 0.03937456011772156, 0.08826865255832672, 0.06755359470844269, -0.18101777136325836, -0.11197739094495773, -0.02184518612921238, 0.0827460065484047, -0.04961884021759033, 0.09274893254041672, 0.09854209423065186, 0.05026673525571823, 0.07264114171266556, 0.1426856815814972, 0.0036077063996344805, 0.011617840267717838, -0.09671522676944733, 0.1667446345090866, 0.06660556048154831, 0.07327757775783539, -0.05936768278479576, -0.12220580875873566, -0.05496704578399658, 0.18866069614887238, 0.05470963194966316, 0.04280111938714981, -0.05222833529114723, 0.06231813505291939, 0.039773128926754, 0.16517755389213562, 0.09376652538776398, 0.0030666079837828875, 0.18118545413017273, -0.1101149469614029, -0.08852087706327438, 0.032629840075969696, 0.01115576270967722, -0.004068910144269466, 0.10141254216432571, 0.10316891223192215, -0.0024797660298645496, -0.15757091343402863, 0.08901332318782806, -0.24621842801570892, 0.18568666279315948, 0.022672252729535103, -0.04545959085226059, -0.06700891256332397, -0.02976306714117527, 0.011009805835783482, 0.042883507907390594, 0.060729946941137314, -0.06482800841331482, -0.09676555544137955, 0.022467417642474174, -0.019049959257245064, -0.3374338746070862, -0.11978442966938019, 0.0009686962584964931, 0.044647328555583954, 0.06437649577856064, -0.04501065984368324, 0.040933940559625626, -0.006612286902964115, 0.09186055511236191, -0.11898907274007797, 0.04844806715846062, -0.05516434460878372, 0.0017034736229106784, 0.08258970081806183, 0.07315122336149216, -0.0052323779091238976, -0.007334734313189983, 0.05479210615158081, -0.0903150886297226, -0.023181278258562088, 0.1374424546957016, 0.02285701408982277, 0.027440335601568222, -0.06444249302148819, -0.03252187371253967, 0.06719966232776642, -0.0018563283374533057, -0.01869637332856655, -0.007895023562014103, -0.015546911396086216, 0.054222218692302704, -0.044184498488903046, -0.05356106907129288, -0.04956522956490517, -0.11266506463289261, -0.03361866995692253, 0.2112758457660675, -0.0016408941010013223, -0.20144830644130707, 0.01900889165699482, -0.012488199397921562, 0.10741237550973892, 0.017481813207268715, 0.08713949471712112, 0.12946593761444092, 0.117177315056324, -0.09772220999002457, 0.19443175196647644, 0.10183126479387283, 0.06545598804950714, -0.07951680570840836, -0.18554912507534027 ]
a1d33300f1b3d2d2b650725ee0c0c10256faa031
# m0_fine_tuning_ref_cmbert_io ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ref_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ref_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_fine_tuning_ref_cmbert_io")
nlpso/m0_fine_tuning_ref_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T07:59:18+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T07:59:33+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_fine\_tuning\_ref\_cmbert\_io ================================= Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ref\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_fine\_tuning\_ref\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
7e298b9cb1c1b1663e48a9a3eafadff9577a59dd
# m0_fine_tuning_ref_ptrn_cmbert_io ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ref_ptrn_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ref_ptrn_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_fine_tuning_ref_ptrn_cmbert_io")
nlpso/m0_fine_tuning_ref_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T07:59:34+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T07:59:50+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_fine\_tuning\_ref\_ptrn\_cmbert\_io ======================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ref\_ptrn\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_fine\_tuning\_ref\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
e2bfd9d3f3402d9b73eca0e6ded84296137bd421
# m0_fine_tuning_ocr_cmbert_io ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ocr_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ocr_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_fine_tuning_ocr_cmbert_io")
nlpso/m0_fine_tuning_ocr_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T07:59:51+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:00:08+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_fine\_tuning\_ocr\_cmbert\_io ================================= Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ocr\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_fine\_tuning\_ocr\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
9ffe7505d9ffbd4b89bffe83b64ae2aa22d26726
# m0_fine_tuning_ocr_ptrn_cmbert_io ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ocr_ptrn_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ocr_ptrn_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_fine_tuning_ocr_ptrn_cmbert_io")
nlpso/m0_fine_tuning_ocr_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:00:09+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:00:25+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_fine\_tuning\_ocr\_ptrn\_cmbert\_io ======================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ocr\_ptrn\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_fine\_tuning\_ocr\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
b7fdc0584cf7557e3243a13062649b4ff397ac22
# m1_fine_tuning_ref_cmbert_io ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ref_cmbert_io")
nlpso/m1_fine_tuning_ref_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:00:26+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:38:54+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ref\_cmbert\_io ================================= Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ref\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
58f017c9f7c788fe1d270e77529dac55e50ec80e
# m1_fine_tuning_ref_ptrn_cmbert_io ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ref_ptrn_cmbert_io")
nlpso/m1_fine_tuning_ref_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:00:43+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:39:11+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ref\_ptrn\_cmbert\_io ======================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ref\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
9515895676b077111c27ddb25b6810fa2ce2d9f4
# m1_fine_tuning_ref_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ref_cmbert_iob2")
nlpso/m1_fine_tuning_ref_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:01:00+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:39:28+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ref\_cmbert\_iob2 =================================== Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ref\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
e05852d2522a90922dc79f2226708d87fb8ed77e
# m1_fine_tuning_ref_ptrn_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ref_ptrn_cmbert_iob2")
nlpso/m1_fine_tuning_ref_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:01:17+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:39:45+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ref\_ptrn\_cmbert\_iob2 ========================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ref\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
d98466297b61f9ebd2bb0935ccffd6c8e8f85144
# m1_fine_tuning_ocr_cmbert_io ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ocr_cmbert_io")
nlpso/m1_fine_tuning_ocr_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:01:33+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:03+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ocr\_cmbert\_io ================================= Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ocr\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
93c57e74f8dda7b5da11bf541fc0d69aef22b3ea
# m1_fine_tuning_ocr_ptrn_cmbert_io ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ocr_ptrn_cmbert_io")
nlpso/m1_fine_tuning_ocr_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:01:50+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:20+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ocr\_ptrn\_cmbert\_io ======================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ocr\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
1706a26a28960d69cc338419dcb2e1355831fdfc
# m1_fine_tuning_ocr_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ocr_cmbert_iob2")
nlpso/m1_fine_tuning_ocr_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:02:06+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:38+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ocr\_cmbert\_iob2 =================================== Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ocr\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
911cbf35e1a1d3f8fc63ab119dc2e9e0003e7229
# m1_fine_tuning_ocr_ptrn_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_fine_tuning_ocr_ptrn_cmbert_iob2")
nlpso/m1_fine_tuning_ocr_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:02:22+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:55+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_fine\_tuning\_ocr\_ptrn\_cmbert\_iob2 ========================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_fine\_tuning\_ocr\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
e13c439b5bb9039fe4e01ac52624e513412a7cc4
# m2m3_fine_tuning_ref_cmbert_io ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ref_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ref_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ref_cmbert_io")
nlpso/m2m3_fine_tuning_ref_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:02:39+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:02:54+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ref\_cmbert\_io =================================== Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ref\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ref\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
ad7af67ab3af8550be9a1c9eeba509f81f9ad06b
# m2m3_fine_tuning_ref_ptrn_cmbert_io ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_ptrn_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ref_ptrn_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ref_ptrn_cmbert_io")
nlpso/m2m3_fine_tuning_ref_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:02:55+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:03:10+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ref\_ptrn\_cmbert\_io ========================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_ptrn\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ref\_ptrn\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ref\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
16e2ff4dd53420c35c41ead732be8f3de2181e90
# m2m3_fine_tuning_ref_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ref_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ref_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ref_cmbert_iob2")
nlpso/m2m3_fine_tuning_ref_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:03:11+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:03:27+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ref\_cmbert\_iob2 ===================================== Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ref\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ref\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
a177274163f64ee1eaf97c7ed93d0de2bfbd3261
# m2m3_fine_tuning_ref_ptrn_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ref_ptrn_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ref_ptrn_cmbert_iob2")
nlpso/m2m3_fine_tuning_ref_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:03:28+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:03:43+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ref\_ptrn\_cmbert\_iob2 =========================================== Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_ptrn\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ref\_ptrn\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ref\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
9be3fa1235e9381a04829250488e5feefe14400b
# m0_qualitative_analysis_ref_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ref_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ref_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_qualitative_analysis_ref_cmbert_io")
nlpso/m0_qualitative_analysis_ref_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:03:43+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:06:23+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_qualitative\_analysis\_ref\_cmbert\_io ========================================== Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ref\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_qualitative\_analysis\_ref\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
74ebc32ee7c7c702b25485d8e948e435b8adfbb3
# m2m3_fine_tuning_ocr_cmbert_io ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ocr_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ocr_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ocr_cmbert_io")
nlpso/m2m3_fine_tuning_ocr_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:03:44+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:04:00+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ocr\_cmbert\_io =================================== Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ocr\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
318b02b7a0b61427fbe5448a9d277b477fd634e1
# m0_qualitative_analysis_ref_ptrn_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ref_ptrn_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ref_ptrn_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_qualitative_analysis_ref_ptrn_cmbert_io")
nlpso/m0_qualitative_analysis_ref_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:04:00+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:06:25+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_qualitative\_analysis\_ref\_ptrn\_cmbert\_io ================================================ Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ref\_ptrn\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_qualitative\_analysis\_ref\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
11fa31d795706f2ec314864d40462657f5c745ff
# m2m3_fine_tuning_ocr_ptrn_cmbert_io ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_ptrn_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ocr_ptrn_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ocr_ptrn_cmbert_io")
nlpso/m2m3_fine_tuning_ocr_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:04:01+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:04:16+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ocr\_ptrn\_cmbert\_io ========================================= Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_ptrn\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_ptrn\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ocr\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
2366871f90b5d11baf60c17810b032d5db8bed0d
# m0_qualitative_analysis_ocr_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ocr_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ocr_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_qualitative_analysis_ocr_cmbert_io")
nlpso/m0_qualitative_analysis_ocr_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:04:16+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:06:27+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_qualitative\_analysis\_ocr\_cmbert\_io ========================================== Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ocr\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_qualitative\_analysis\_ocr\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
5f3cfb133d13e8aeb82b2889cbea39305e95e4a9
# m2m3_fine_tuning_ocr_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ocr_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ocr_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ocr_cmbert_iob2")
nlpso/m2m3_fine_tuning_ocr_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:04:18+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:04:33+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ocr\_cmbert\_iob2 ===================================== Introduction ------------ This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ocr\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
365c34e1e047594037d8f82ddbc8149c7de9c24a
# m0_qualitative_analysis_ocr_ptrn_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **flat NER task** using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. ## Dataset parameters * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned model : [nlpso/m0_flat_ner_ocr_ptrn_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ocr_ptrn_cmbert_io) ## Entity types Abbreviation|Description -|- O |Outside of a named entity PER |Person or company name ACT |Person or company professional activity TITRE |Distinction LOC |Street name CARDINAL |Street number FT |Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m0_qualitative_analysis_ocr_ptrn_cmbert_io")
nlpso/m0_qualitative_analysis_ocr_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:04:33+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:06:29+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m0\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_io ================================================ Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on flat NER task using Flat NER approach [M0]. It contains 19th-century Paris trade directories' entries. Dataset parameters ------------------ * Approach : M0 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned model : nlpso/m0\_flat\_ner\_ocr\_ptrn\_cmbert\_io Entity types ------------ How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m0\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
b5b6c9bf5d62859c37bdf48d329a0117c0091123
# m2m3_fine_tuning_ocr_ptrn_cmbert_iob2 ## Introduction This dataset was used to fine-tuned [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) for **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ocr_ptrn_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_fine_tuning_ocr_ptrn_cmbert_iob2")
nlpso/m2m3_fine_tuning_ocr_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:04:34+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:04:49+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_fine\_tuning\_ocr\_ptrn\_cmbert\_iob2 =========================================== Introduction ------------ This dataset was used to fine-tuned HueyNemud/das22-10-camembert\_pretrained for nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_ptrn\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_ptrn\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_fine\_tuning\_ocr\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
9b17ba5b7b152cd7db4d591b8f43f39326dd0a38
# Dataset Card for "nlp.2.predict_middle_word" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.2.predict_middle_word
[ "region:us" ]
2023-02-22T08:04:56+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 5711991, "num_examples": 44279}, {"name": "validation", "num_bytes": 111069, "num_examples": 861}, {"name": "test", "num_bytes": 229104, "num_examples": 1776}], "download_size": 0, "dataset_size": 6052164}}
2023-02-22T11:26:32+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.2.predict_middle_word" More Information needed
[ "# Dataset Card for \"nlp.2.predict_middle_word\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.2.predict_middle_word\"\n\nMore Information needed" ]
[ 6, 21 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.2.predict_middle_word\"\n\nMore Information needed" ]
[ -0.013491888530552387, 0.097706139087677, -0.0040371292270720005, 0.0046617682091891766, 0.016658965498209, 0.02504165656864643, -0.0313485823571682, 0.08345073461532593, 0.10865086317062378, 0.004253387916833162, 0.1737406700849533, 0.028217710554599762, 0.01750807650387287, 0.214028999209404, -0.047956433147192, -0.13507501780986786, 0.05207757651805878, -0.004168475046753883, 0.08250964432954788, 0.09019608795642853, 0.021986786276102066, -0.04036395251750946, 0.054420024156570435, -0.014907916076481342, -0.2006588578224182, 0.05158485472202301, 0.006422117818146944, -0.03721185401082039, -0.0034995318856090307, -0.06450054794549942, 0.10891428589820862, 0.00936511717736721, 0.009724942035973072, -0.18914251029491425, 0.0005093185463920236, -0.0328441746532917, -0.05020502954721451, 0.007195902988314629, 0.07153642922639847, -0.15553584694862366, 0.013194156810641289, 0.010711983777582645, 0.02810503914952278, -0.010012438520789146, -0.10550270974636078, -0.15309593081474304, -0.054198335856199265, 0.05350842326879501, 0.07418350875377655, -0.05270039290189743, 0.04322962462902069, 0.11187903583049774, -0.1694142371416092, 0.0407448448240757, 0.06151730194687843, -0.17617981135845184, 0.05821271240711212, 0.10502409189939499, -0.06409609317779541, 0.04198814928531647, 0.0064345961436629295, -0.023828085511922836, 0.08347615599632263, -0.006532805506139994, -0.10778827220201492, 0.007178296335041523, -0.08205553889274597, 0.08726634085178375, -0.12565840780735016, -0.07388807088136673, 0.25875911116600037, -0.02450937032699585, 0.04455004632472992, -0.032291773706674576, 0.005627933423966169, 0.013412457890808582, 0.011427943594753742, 0.024162422865629196, -0.009947339072823524, 0.04399503022432327, 0.08452200889587402, 0.041404157876968384, -0.1025923416018486, -0.10518358647823334, -0.19800908863544464, 0.16720914840698242, -0.02822146564722061, 0.162344828248024, -0.16340480744838715, 0.03782292455434799, -0.03880201280117035, -0.05096361041069031, -0.03608471527695656, -0.13752524554729462, 0.012490655295550823, -0.015135122463107109, -0.04826029762625694, 0.10269006341695786, 0.06435341387987137, 0.036309294402599335, 0.08037573844194412, 0.06777618825435638, -0.03607257083058357, 0.11369821429252625, 0.12062183767557144, -0.12104334682226181, 0.0038451303262263536, 0.012799253687262535, -0.02567509189248085, -0.10170791298151016, 0.06817019730806351, -0.06787089258432388, -0.11087265610694885, 0.017690178006887436, -0.13852442800998688, 0.04638662561774254, 0.002607393078505993, -0.1237957701086998, -0.0986718088388443, -0.0793590247631073, 0.20441372692584991, -0.09366243332624435, 0.025103071704506874, 0.033276915550231934, -0.10235520452260971, 0.06031898409128189, -0.05813205614686012, 0.04679850488901138, 0.022095177322626114, -0.0038019611965864897, -0.025900395587086678, -0.008024485781788826, -0.06946121901273727, 0.03501671925187111, 0.10669711232185364, 0.02091299369931221, 0.05081464350223541, -0.10151547938585281, -0.2528286874294281, 0.03064464032649994, -0.001079693902283907, -0.04179604724049568, 0.11130425333976746, -0.056704066693782806, 0.05543718859553337, 0.010922889225184917, -0.07521597295999527, 0.07751849293708801, -0.08874107897281647, 0.045738354325294495, -0.022938888520002365, 0.11331521719694138, -0.15229937434196472, 0.004280406981706619, -0.1440897434949875, 0.011762670241296291, 0.004739823751151562, 0.053960170596838, -0.041829247027635574, 0.07854587584733963, -0.07668717950582504, -0.026909876614809036, -0.15816150605678558, 0.03703011944890022, -0.04606084153056145, 0.055894799530506134, -0.1840953677892685, -0.06052258983254433, 0.19998465478420258, -0.1333540976047516, -0.13454344868659973, -0.0036847274750471115, -0.008427420631051064, 0.004825776442885399, 0.07950025796890259, 0.3502887487411499, 0.07370764017105103, -0.003972235135734081, 0.021697841584682465, 0.1792401522397995, -0.18485063314437866, -0.25448232889175415, 0.057753633707761765, 0.03350255638360977, -0.20753900706768036, 0.07750730961561203, 0.09828142821788788, 0.026141894981265068, -0.030388113111257553, -0.06338982284069061, -0.012034819461405277, -0.074256032705307, 0.0599493607878685, -0.02112395502626896, -0.006387512665241957, -0.04389875382184982, 0.0718013271689415, 0.1289001703262329, 0.08339725434780121, 0.03681021183729172, -0.005793300457298756, -0.04247812181711197, 0.10706278681755066, -0.04783568158745766, -0.018969370052218437, -0.1702231466770172, -0.06363638490438461, -0.02183331735432148, 0.010966606438159943, 0.009729569777846336, 0.018254045397043228, 0.10268725454807281, -0.034859057515859604, 0.0029607401229441166, 0.06348971277475357, 0.1836010068655014, 0.015541155822575092, -0.02027212083339691, -0.02994508296251297, 0.009831339120864868, -0.0940840020775795, -0.05654551833868027, -0.10642088949680328, -0.06475520879030228, 0.08907274901866913, 0.11670750379562378, -0.031155074015259743, 0.006258364301174879, 0.0429755263030529, 0.008427618071436882, -0.010543176904320717, 0.009175938554108143, 0.05595092102885246, -0.03890974074602127, -0.09608247131109238, 0.06150806322693825, -0.061428241431713104, 0.08897777646780014, 0.11188560724258423, -0.08560124039649963, 0.0650489404797554, -0.11465475708246231, -0.04331158101558685, 0.014562848024070263, -0.019495433196425438, 0.03209459036588669, -0.038217224180698395, -0.02049124613404274, 0.02845071628689766, -0.08216976374387741, -0.0302010215818882, -0.009066243655979633, -0.03051792085170746, -0.13033486902713776, 0.07085045427083969, 0.051088884472846985, -0.160358265042305, 0.12221737951040268, 0.18890365958213806, 0.028023766353726387, 0.1245553120970726, -0.018119316548109055, -0.07938472926616669, 0.019157657399773598, 0.047838591039180756, -0.08049438893795013, -0.01985165663063526, 0.008701459504663944, 0.022235658019781113, 0.12018550932407379, 0.026475120335817337, 0.0922103226184845, -0.13991375267505646, -0.11168330907821655, -0.03854413330554962, -0.010502790100872517, -0.15458843111991882, 0.01018486451357603, 0.007344841491430998, 0.10934974253177643, 0.02074473537504673, -0.045910488814115524, 0.13365106284618378, -0.03028346225619316, -0.07672799378633499, 0.12972614169120789, -0.1625128984451294, -0.32106539607048035, -0.04040421172976494, -0.13614176213741302, 0.017598146572709084, 0.019885219633579254, -0.027713334187865257, -0.12934620678424835, -0.021336374804377556, -0.023003004491329193, -0.14430968463420868, -0.17413656413555145, 0.004725597333163023, -0.014751477167010307, 0.05489427223801613, -0.034571800380945206, -0.0850069522857666, 0.016933593899011612, -0.07801713049411774, 0.10083755105733871, 0.08488813042640686, -0.12325035035610199, 0.04791782423853874, 0.2107163518667221, 0.04738013073801994, 0.06471221148967743, -0.022126255556941032, 0.08424344658851624, -0.00940602645277977, -0.13619856536388397, 0.1328716278076172, -0.031684063374996185, 0.025100743398070335, 0.1305214911699295, 0.05429135635495186, -0.1504243016242981, 0.012166982516646385, -0.10537844151258469, -0.15582594275474548, -0.1943504959344864, -0.17342324554920197, -0.06539041548967361, 0.042330436408519745, 0.04867114499211311, 0.0745188370347023, -0.10716665536165237, 0.0010519488714635372, 0.05554179474711418, -0.06199824437499046, -0.07177236676216125, -0.016440220177173615, 0.01736052893102169, -0.016447151079773903, 0.02605501376092434, -0.09042293578386307, -0.028399623930454254, 0.14353539049625397, 0.18335416913032532, 0.13406744599342346, 0.09456261992454529, 0.12385819107294083, 0.06224193423986435, 0.07790593057870865, 0.13397487998008728, 0.02412053756415844, 0.06427176296710968, -0.005870974622666836, 0.035435836762189865, -0.014694049023091793, -0.06930916011333466, 0.06710651516914368, 0.13231053948402405, -0.06447166204452515, 0.01808607578277588, -0.11321331560611725, 0.03873247653245926, -0.17540530860424042, 0.10608651489019394, -0.27725884318351746, 0.08610323816537857, 0.08558526635169983, 0.08646290004253387, -0.036700036376714706, 0.11928091198205948, 0.003214120864868164, -0.006715964525938034, 0.17742621898651123, 0.07278964668512344, 0.047325458377599716, -0.024781282991170883, -0.04733001068234444, -0.08066397160291672, -0.06324311345815659, 0.057826027274131775, 0.17537882924079895, -0.09393841028213501, 0.17208653688430786, 0.02835763245820999, -0.036039192229509354, -0.06807015091180801, -0.0862753838300705, -0.08950147032737732, -0.009359963238239288, 0.17336885631084442, 0.014968366362154484, -0.2176201045513153, -0.1448674350976944, -0.14647485315799713, -0.04582115635275841, 0.11111176759004593, 0.054386891424655914, -0.08281666040420532, 0.0770750492811203, -0.005118046421557665, -0.005264434032142162, -0.31345388293266296, 0.015543945133686066, -0.11175952106714249, -0.005742486100643873, 0.03769833967089653, -0.16881220042705536, 0.010241879150271416, 0.004260297864675522, 0.04889994114637375, 0.14479944109916687, -0.0536060556769371, -0.051188576966524124, -0.11202193051576614, 0.03139312565326691, 0.10500680655241013, -0.00038231597864069045, -0.04142884537577629, 0.017157215625047684, 0.08795158565044403, -0.01812012679874897, -0.2100408673286438, 0.07935209572315216, -0.075005441904068, 0.06430476158857346, -0.0863417312502861, 0.2692980468273163, 0.05318678170442581, 0.041681211441755295, 0.02788674086332321, 0.033196914941072464, -0.07870939373970032, -0.09938367456197739, 0.1239890530705452, 0.08435341715812683, 0.07656726241111755, 0.11339689046144485, 0.06575458496809006, 0.1460733413696289, 0.11861032992601395, 0.037907373160123825, 0.22845564782619476, 0.1293192058801651, -0.07725566625595093, 0.30962252616882324, 0.12248032540082932, -0.032085809856653214, -0.2298838198184967, -0.04371391609311104, -0.014708753675222397, -0.027660846710205078, 0.012949708849191666, -0.12321554124355316, 0.19218815863132477, 0.09717939794063568, -0.047313712537288666, 0.19318005442619324, -0.19770357012748718, -0.04018877446651459, 0.14727675914764404, 0.007032410707324743, 0.31342190504074097, -0.044994693249464035, -0.10840849578380585, -0.11514069885015488, -0.06367073208093643, 0.27716881036758423, -0.13301323354244232, -0.0014343535294756293, -0.02079204097390175, 0.12177687138319016, 0.0005280592013150454, -0.04849541559815407, 0.14194481074810028, 0.06544477492570877, 0.043982166796922684, -0.040568117052316666, -0.00447272090241313, -0.08507620543241501, -0.03932670131325722, 0.0654585137963295, 0.06731150299310684, -0.00032060089870356023, -0.1472499966621399, -0.06944911926984787, 0.01320503931492567, 0.033848635852336884, 0.08256703615188599, -0.010537797585129738, -0.046367548406124115, -0.03933453559875488, -0.03316597267985344, -0.016065554693341255, 0.12495610862970352, -0.005111768376082182, 0.02080048993229866, 0.15208260715007782, 0.09941670298576355, -0.10968470573425293, 0.046749044209718704, -0.06994106620550156, -0.09884750097990036, 0.08624336868524551, -0.25427916646003723, 0.039854757487773895, 0.11214736104011536, 0.0400826632976532, -0.0017368783010169864, 0.07270906120538712, -0.004817626904696226, -0.08101912587881088, 0.17191559076309204, -0.1261875033378601, -0.06297621876001358, -0.0014585755998268723, 0.02023758552968502, -0.04172198474407196, -0.05638325586915016, -0.00038004564703442156, 0.027381474152207375, -0.022545792162418365, -0.0013016087468713522, 0.06999772787094116, -0.07735029608011246, 0.10192554444074631, 0.15337799489498138, 0.02443079464137554, -0.19698703289031982, 0.12152861803770065, -0.014422068372368813, -0.04381231963634491, 0.026230568066239357, -0.02569652907550335, -0.10249139368534088, -0.0731465145945549, -0.05245639756321907, 0.11802489310503006, -0.0008944522705860436, -0.12971189618110657, 0.06646550446748734, -0.10363537073135376, 0.09162155538797379, 0.0862027108669281, 0.10849441587924957, 0.06789612025022507, 0.020594894886016846, -0.05036032572388649, 0.03560507297515869, 0.009612360037863255, -0.002170881489291787, -0.011744887568056583, -0.054715804755687714, -0.019554367288947105, 0.008869949728250504, 0.14289075136184692, -0.07460866868495941, -0.09997357428073883, -0.10313869267702103, 0.13343773782253265, -0.09466240555047989, 0.0657288134098053, -0.07119670510292053, 0.019798599183559418, 0.019147265702486038, 0.04141603782773018, -0.06258321553468704, -0.014264711178839207, -0.1472126692533493, 0.10118870437145233, -0.028035122901201248, 0.005214521661400795, -0.08275298029184341, -0.03841399773955345, 0.06866041570901871, 0.04495878517627716, 0.021082552149891853, 0.1594104766845703, 0.011657703667879105, 0.13281309604644775, -0.12314163148403168, -0.17644119262695312, 0.16672611236572266, 0.09827572107315063, 0.04566611722111702, -0.002506713615730405, -0.009522823616862297, 0.15060213208198547, -0.11304421722888947, 0.050501707941293716, -0.10711843520402908, -0.09021108597517014, -0.03678958863019943, -0.13500359654426575, -0.1166115254163742, -0.03272589296102524, -0.06465890258550644, 0.13846400380134583, 0.09602543711662292, 0.047498490661382675, 0.045903392136096954, -0.026886513456702232, 0.008968637324869633, -0.05450441315770149, -0.036784086376428604, -0.09254872053861618, -0.07161511480808258, 0.06858785450458527, 0.03571668639779091, -0.021664949133992195, 0.4215594530105591, -0.05967618525028229, -0.1521020084619522, -0.025284068658947945, 0.09393429011106491, 0.016983821988105774, 0.040411632508039474, 0.24399274587631226, 0.1292661726474762, 0.004986935295164585, 0.025146398693323135, 0.04604070261120796, 0.049490079283714294, 0.12729646265506744, 0.11985861510038376, 0.06198966130614281, -0.004184416029602289, 0.05510531738400459, -0.008373630233108997, -0.05481228604912758, -0.017682496458292007, 0.02677510306239128, -0.07218214869499207, -0.004623635672032833, 0.06159462407231331, 0.01916608028113842, 0.060352787375450134, -0.03287798538804054, -0.049583133310079575, 0.007390846032649279, -0.07931727916002274, -0.17245958745479584, -0.1783323884010315, -0.07093896716833115, -0.09638606011867523, 0.03476355969905853, -0.039249103516340256, 0.014465635642409325, 0.1908479779958725, 0.056696925312280655, 0.04009268060326576, -0.03140134736895561, -0.054974108934402466, 0.06010432541370392, -0.04217410087585449, -0.06750334054231644, 0.011474741622805595, 0.03782151639461517, -0.06850532442331314, 0.03202691674232483, -0.07544595748186111, -0.025449812412261963, 0.011638023890554905, 0.0670548602938652, 0.00687863165512681, -0.15147477388381958, -0.054912734776735306, -0.06593356281518936, 0.07945435494184494, -0.02194336988031864, 0.02528490498661995, 0.08183752000331879, 0.0011016159551218152, 0.053588252514600754, 0.08130895346403122, -0.008862576447427273, 0.018186569213867188, -0.008855379186570644, 0.10828279703855515, 0.02544710412621498, 0.07579755038022995, -0.020676735788583755, -0.07096625864505768, -0.08935145288705826, 0.17175838351249695, 0.16171877086162567, -0.04846217483282089, -0.024283859878778458, 0.014458561316132545, 0.04636062681674957, 0.11869914829730988, 0.16662456095218658, 0.03881571814417839, 0.23515640199184418, -0.06217149645090103, -0.1889292448759079, 0.0034535969607532024, -0.029395006597042084, -0.0226487684994936, 0.06260135024785995, 0.049290161579847336, -0.09809001535177231, -0.145150825381279, 0.11306221038103104, -0.2310977429151535, 0.2392587661743164, 0.0260312482714653, -0.09221009165048599, -0.09822305291891098, -0.0008071271586231887, 0.04519833251833916, 0.01991083286702633, 0.01905803754925728, -0.08643680810928345, -0.06969018280506134, 0.001968379830941558, -0.007001643534749746, -0.4008944034576416, -0.06297542154788971, 0.01853313483297825, 0.16031064093112946, 0.06647845357656479, 0.005516271106898785, 0.21309606730937958, -0.02463071048259735, 0.07133881002664566, -0.07107904553413391, 0.023686068132519722, 0.006040705367922783, -0.003952451515942812, 0.03386249020695686, 0.05616653338074684, -0.040351442992687225, -0.07328104227781296, 0.07722626626491547, -0.07875285297632217, -0.05867490544915199, 0.052323222160339355, -0.011227479204535484, -0.044069282710552216, -0.05349263548851013, -0.07187938690185547, 0.09763289988040924, -0.00689224898815155, -0.03561710566282272, -0.014078536070883274, 0.00997683871537447, 0.06729758530855179, -0.03844360262155533, -0.0020670313388109207, 0.0012589856050908566, -0.057311054319143295, -0.10651393979787827, 0.14064174890518188, -0.016660252586007118, -0.05801983177661896, 0.002019620733335614, -0.062454160302877426, 0.04948786646127701, -0.006706817541271448, 0.10327892750501633, 0.0632522851228714, 0.05420903116464615, -0.07303788512945175, 0.060777921229600906, 0.09460781514644623, -0.014095092192292213, -0.03729900345206261, -0.1201254278421402 ]
81b1f95c8cdc378b77cc693737b17f78afa58e2b
# Dataset Card for "nlp.3.reading_for_understanding" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.3.reading_for_understanding
[ "region:us" ]
2023-02-22T08:26:57+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "start_positions", "dtype": "int64"}, {"name": "end_positions", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 19646064, "num_examples": 10106}, {"name": "validation", "num_bytes": 398520, "num_examples": 205}], "download_size": 3916983, "dataset_size": 20044584}}
2023-02-23T02:10:06+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.3.reading_for_understanding" More Information needed
[ "# Dataset Card for \"nlp.3.reading_for_understanding\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.3.reading_for_understanding\"\n\nMore Information needed" ]
[ 6, 20 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.3.reading_for_understanding\"\n\nMore Information needed" ]
[ -0.058850742876529694, 0.10895286500453949, -0.0034555760212242603, 0.09125778079032898, 0.053214967250823975, 0.10356269031763077, 0.06278722733259201, 0.07864602655172348, 0.14798514544963837, 0.0008607049821875989, 0.11915387213230133, 0.07796545326709747, 0.01292999554425478, 0.14320401847362518, -0.04164513573050499, -0.07144133001565933, 0.07976745069026947, 0.008735623210668564, 0.10193108022212982, 0.09726299345493317, 0.03573501110076904, -0.01949997805058956, 0.07181651145219803, -0.14809687435626984, -0.03863545134663582, 0.047704704105854034, -0.061533503234386444, -0.05144788324832916, 0.0352986715734005, -0.08690261840820312, 0.07772849500179291, -0.0048139444552361965, 0.011014406569302082, -0.25141480565071106, 0.01967526413500309, 0.032151978462934494, -0.06796380132436752, 0.02807779796421528, 0.031713616102933884, -0.12352609634399414, 0.016703946515917778, -0.02527749165892601, 0.06464996188879013, -0.011563988402485847, -0.09653832018375397, -0.2202807068824768, -0.10741932690143585, 0.06720954924821854, -0.005435101687908173, -0.02136855572462082, 0.054530445486307144, 0.12612754106521606, -0.12046769261360168, 0.05267094820737839, 0.1062028706073761, -0.1105835884809494, 0.03231293708086014, 0.21042370796203613, -0.03506780415773392, 0.18241284787654877, 0.02618343010544777, 0.04374441131949425, 0.10515983402729034, 0.02121638134121895, -0.07977110892534256, -0.02676667459309101, -0.07013849914073944, 0.11009024828672409, -0.07229553163051605, -0.09321325272321701, 0.41997063159942627, -0.010602523572742939, 0.03010834939777851, -0.0723433569073677, 0.009239806793630123, -0.018403293564915657, 0.005587388761341572, 0.007232879288494587, -0.0035029153805226088, 0.03440355136990547, 0.02531280741095543, -0.07169486582279205, -0.048851147294044495, -0.1328166127204895, -0.16063566505908966, 0.0931495800614357, -0.022818224504590034, 0.10535316169261932, -0.09052535891532898, 0.03488650545477867, 0.04829884320497513, 0.021185223013162613, -0.06410478800535202, -0.12851770222187042, 0.059857383370399475, 0.014487536624073982, 0.0329522080719471, 0.1901664286851883, 0.04587632417678833, 0.09133131057024002, 0.0904148742556572, 0.13181380927562714, -0.06391369551420212, 0.14038750529289246, 0.13945932686328888, -0.10524630546569824, 0.014459828846156597, 0.051158174872398376, -0.07336217910051346, -0.06533541530370712, 0.027592143043875694, -0.10713692754507065, -0.11172935366630554, 0.07189332693815231, -0.14621733129024506, 0.15096598863601685, -0.013821988366544247, -0.05899770185351372, -0.02292029932141304, -0.07707640528678894, 0.0973825678229332, -0.12432726472616196, 0.05064352974295616, 0.05604546144604683, -0.0734112411737442, 0.03753172233700752, -0.04461393505334854, -0.023671112954616547, -0.03572733700275421, -0.01691831462085247, -0.04047662019729614, -0.016808975487947464, -0.05992821604013443, 0.015528184361755848, 0.10519961267709732, -0.01105527114123106, 0.046183276921510696, -0.11503299325704575, -0.3665584623813629, 0.027975941076874733, 0.03982924669981003, -0.0588134303689003, 0.14334186911582947, -0.01927754655480385, 0.07399936765432358, -0.05530451238155365, -0.08505246043205261, 0.04534595087170601, -0.08114898949861526, 0.04995386675000191, -0.008416249416768551, 0.11535365134477615, -0.1528346687555313, 0.027921779081225395, -0.13091324269771576, 0.01635669730603695, 0.02062690630555153, 0.08901869505643845, -0.16044221818447113, -0.012843594886362553, -0.08911441266536713, -0.058930642902851105, -0.11769900470972061, 0.019841866567730904, -0.029739873483777046, 0.03482290729880333, -0.135353222489357, -0.023690788075327873, 0.07215005904436111, -0.15227153897285461, -0.18492428958415985, -0.003716581966727972, -0.003233120311051607, 0.07666201144456863, 0.04843057692050934, 0.3640064299106598, 0.10361941903829575, -0.016441144049167633, -0.005014966707676649, 0.21183368563652039, -0.12721486389636993, -0.16101092100143433, 0.030286375433206558, 0.02891259267926216, -0.21011704206466675, 0.07256051898002625, 0.015576372854411602, -0.08792652934789658, 0.0006188179249875247, -0.10979034006595612, -0.022533681243658066, -0.09248010069131851, 0.05904947221279144, -0.003127556061372161, -0.0570102259516716, -0.05446508154273033, 0.13714036345481873, 0.03936481848359108, 0.11291706562042236, -0.030578814446926117, 0.014404412358999252, -0.019072305411100388, 0.13891832530498505, -0.03948964178562164, 0.0009146889206022024, -0.1249883621931076, -0.1118258461356163, -0.02724301815032959, -0.007039322517812252, 0.02771015092730522, 0.0799165815114975, 0.07797814905643463, -0.032837096601724625, -0.04401680454611778, 0.016596093773841858, 0.06699483841657639, 0.04553002119064331, 0.0436934269964695, -0.041254352778196335, 0.022613899782299995, -0.06885072588920593, -0.11657433211803436, -0.01538082119077444, -0.01905701868236065, -0.013278499245643616, 0.04409503936767578, -0.014474926516413689, 0.0019714704249054193, 0.023064089938998222, 0.05183279886841774, 0.03868976980447769, -0.060582078993320465, 0.07639122754335403, -0.08073288947343826, -0.008595074526965618, 0.0844649150967598, -0.11374892294406891, 0.18825189769268036, 0.13708241283893585, -0.08489824086427689, 0.04393168166279793, -0.05988667905330658, 0.0238034725189209, -0.005819553043693304, -0.11032646149396896, 0.025433968752622604, -0.00945395790040493, -0.04463997855782509, 0.02092914655804634, -0.1147981807589531, 0.009722759015858173, 0.00043899318552576005, -0.05499020591378212, -0.14575938880443573, 0.06675458699464798, 0.11350245773792267, -0.15690889954566956, 0.15180730819702148, 0.19909390807151794, 0.03435554355382919, 0.11546053737401962, -0.0007251228089444339, -0.08687461167573929, 0.011594217270612717, 0.05383782833814621, -0.08665847778320312, 0.13120988011360168, -0.030683500692248344, 0.05210179463028908, 0.09527739882469177, 0.104746975004673, 0.14123253524303436, -0.13227009773254395, -0.12573161721229553, -0.02474580518901348, -0.055869292467832565, -0.11194069683551788, 0.018661661073565483, -0.013205403462052345, 0.09173376113176346, 0.00025976597680710256, -0.023975158110260963, 0.1397540122270584, -0.016299553215503693, -0.08888554573059082, 0.11467182636260986, -0.1951472908258438, -0.3280141055583954, -0.07880819588899612, -0.1589362621307373, -0.01537904143333435, -0.04249337688088417, -0.04280180111527443, -0.13095660507678986, -0.04064631462097168, -0.0707157701253891, -0.15572166442871094, -0.1957591325044632, -0.10840556025505066, 0.04348541796207428, 0.039896998554468155, -0.03200875595211983, -0.12161634862422943, 0.025671664625406265, 0.006621775217354298, 0.06347305327653885, 0.07985210418701172, -0.13711006939411163, 0.09129472821950912, 0.1711224615573883, -0.016955239698290825, 0.09042739123106003, -0.045270681381225586, 0.05425942316651344, -0.07258546352386475, -0.11575683206319809, 0.0679563507437706, -0.005044385325163603, 0.021293912082910538, 0.037852413952350616, 0.021777097135782242, -0.13586488366127014, 0.02388528361916542, -0.05123385414481163, -0.18919804692268372, -0.25832599401474, -0.16161112487316132, -0.06699880212545395, 0.2404482513666153, 0.05885361135005951, 0.08508767932653427, -0.06310424953699112, 0.036282215267419815, 0.10120747983455658, -0.08100703358650208, -0.0477023608982563, -0.014406483620405197, 0.10912244766950607, -0.09774436056613922, -0.010437012650072575, -0.1477620005607605, -0.006254142615944147, 0.13205671310424805, 0.25352784991264343, 0.1698431819677353, 0.02978152222931385, 0.020090049132704735, 0.054455921053886414, 0.10658833384513855, 0.07686298340559006, 0.10234629362821579, 0.032730381935834885, 0.005642411299049854, 0.0070402007550001144, 0.010466137900948524, -0.12645801901817322, -0.04517119750380516, 0.09342015534639359, -0.10871055722236633, -0.013117154128849506, -0.08807642757892609, 0.07045242190361023, -0.2352473884820938, 0.1153966411948204, -0.12299509346485138, 0.12455393373966217, 0.07764094322919846, 0.12308776378631592, -0.05988558754324913, 0.1189674437046051, 0.060140371322631836, -0.09938381612300873, 0.06259939074516296, 0.057621028274297714, 0.05830051004886627, -0.13692821562290192, -0.0731581375002861, -0.11395133286714554, -0.10564030706882477, 0.0025769665371626616, 0.18188971281051636, -0.16915355622768402, 0.12456706166267395, 0.027950318530201912, 0.018620235845446587, -0.06143153831362724, -0.10586322098970413, -0.06026348099112511, 0.056661996990442276, 0.11553610116243362, 0.04582403600215912, -0.18195076286792755, -0.18774986267089844, -0.12300025671720505, 0.04883116856217384, 0.10009968280792236, 0.0945744588971138, -0.13143205642700195, 0.052633848041296005, 0.08477403223514557, -0.05025600641965866, -0.10089223831892014, -0.027393026277422905, -0.1544230431318283, 0.030232615768909454, 0.0221096258610487, -0.15293894708156586, 0.024280790239572525, 0.004915003199130297, -0.12390782684087753, 0.16410979628562927, 0.07738490402698517, -0.0377691276371479, -0.06955724209547043, -0.09686168283224106, 0.10933766514062881, 0.03809439390897751, -0.0868629440665245, 0.06215083971619606, -0.05041184648871422, -0.05334899574518204, -0.23383665084838867, 0.0009503185865469277, -0.08246218413114548, 0.05742179602384567, -0.03129598870873451, 0.08949028700590134, -0.02568354643881321, 0.05014124885201454, 0.0228799507021904, -0.012080181390047073, -0.05620313435792923, -0.12364079058170319, 0.15942198038101196, -0.010010077618062496, 0.04725247994065285, 0.27466443181037903, 0.06905582547187805, 0.07113561779260635, 0.1065610721707344, 0.010259239003062248, 0.17123965919017792, 0.03300570324063301, -0.01188914105296135, 0.2599548399448395, 0.2525641620159149, -0.07316617667675018, -0.3136315941810608, -0.017523396760225296, -0.20247513055801392, -0.0873623713850975, 0.023627595975995064, -0.18710702657699585, 0.11667059361934662, 0.10374527424573898, -0.054885659366846085, 0.22564658522605896, -0.18489700555801392, 0.0063703167252242565, 0.18104436993598938, 0.060009103268384933, 0.27590057253837585, -0.06105395779013634, -0.07645325362682343, -0.05420158803462982, -0.17906659841537476, 0.17086878418922424, -0.21640901267528534, 0.049827661365270615, -0.0230609942227602, 0.15052035450935364, -0.027523215860128403, -0.04723350331187248, 0.1930849701166153, 0.0405287891626358, 0.061488281935453415, -0.09965989738702774, 0.04306429997086525, 0.02197404019534588, -0.056376416236162186, 0.11733948439359665, -0.10339828580617905, 0.05162865296006203, -0.13608533143997192, -0.038167476654052734, 0.03228966146707535, 0.026724660769104958, 0.060989633202552795, -0.07426583021879196, -0.08913243561983109, 0.016290174797177315, -0.053379081189632416, 0.006675665266811848, 0.09148266911506653, 0.008390737697482109, 0.012759403325617313, 0.07561036199331284, 0.19000129401683807, -0.07490019500255585, -0.05445096641778946, -0.08690063655376434, -0.13898763060569763, 0.07773911207914352, -0.19825740158557892, -0.0004824218631256372, 0.103050597012043, -0.011163737624883652, 0.07819072157144547, 0.09119284898042679, -0.021409541368484497, -0.034163959324359894, 0.11688364297151566, -0.0801686942577362, -0.017595883458852768, 0.08008718490600586, -0.04562494903802872, -0.008079836145043373, 0.03272974491119385, 0.026591606438159943, 0.03512142598628998, 0.03559062257409096, -0.0014744416112080216, 0.08657591789960861, -0.059771955013275146, 0.07338319718837738, 0.16795413196086884, 0.03668208792805672, -0.15207093954086304, 0.18658199906349182, -0.04171406477689743, -0.12452533096075058, 0.05213848873972893, -0.010759095661342144, -0.10902905464172363, -0.12126033753156662, -0.05062307417392731, 0.15025761723518372, 0.029546083882451057, -0.17443522810935974, 0.09229718893766403, -0.08380547165870667, 0.06016771122813225, -0.02744814194738865, 0.07862167060375214, 0.04612668231129646, -0.01689106784760952, -0.05520479753613472, 0.0004787204088643193, -0.0269636157900095, -0.10723552107810974, 0.02411654219031334, -0.07223071157932281, -0.13780277967453003, 0.015335911884903908, 0.1758461594581604, -0.05669010803103447, -0.09257031977176666, -0.13562270998954773, 0.12962518632411957, -0.17907148599624634, 0.016764847561717033, -0.06741919368505478, 0.01535414531826973, 0.01629702001810074, 0.07935772091150284, -0.04661864414811134, 0.0171506404876709, -0.09617231786251068, 0.08110920339822769, 0.054273199290037155, 0.0020449936855584383, -0.1127164214849472, 0.03468538448214531, 0.08842942118644714, 0.014399287290871143, 0.062201373279094696, 0.13549046218395233, 0.0008542239665985107, 0.13430556654930115, -0.12847355008125305, -0.08022430539131165, 0.08263511955738068, 0.09498286247253418, 0.01989911124110222, 0.02293543890118599, -0.030596202239394188, 0.09302061051130295, -0.07807803153991699, 0.1375318020582199, -0.0306182112544775, -0.07260393351316452, 0.08928869664669037, -0.1628803312778473, -0.09631944447755814, 0.021908191964030266, 0.002004762412980199, 0.1144694834947586, 0.0980210155248642, -0.010405689477920532, 0.03396005555987358, 0.03274425491690636, 0.015486489981412888, -0.04068863391876221, 0.026382815092802048, -0.09644793719053268, 0.029338376596570015, 0.08968278020620346, 0.03963972628116608, -0.05922514945268631, 0.49998292326927185, 0.021066982299089432, -0.22258718311786652, -0.06516717374324799, 0.1163385882973671, -0.028712380677461624, -0.013858316466212273, 0.26911062002182007, 0.05086132511496544, -0.009492338635027409, -0.002333757234737277, 0.059047434478998184, 0.023190999403595924, 0.04180523008108139, 0.12214395403862, 0.06099773198366165, -0.012172099202871323, 0.0163884237408638, -0.02167445607483387, -0.11086038500070572, 0.05186576768755913, -0.013930539600551128, 0.005903416778892279, 0.030916452407836914, 0.04282861575484276, -0.10626092553138733, 0.017393669113516808, -0.005525561049580574, 0.025625910609960556, -0.004725846461951733, -0.09930655360221863, -0.18793651461601257, -0.11337433755397797, -0.03616040572524071, -0.10525824129581451, 0.020857661962509155, -0.07288329303264618, -0.05723344534635544, 0.13319970667362213, 0.08679788559675217, 0.0023989935871213675, 0.022785356268286705, -0.05844728276133537, 0.08746668696403503, -0.03702647611498833, -0.028677519410848618, -0.04097724333405495, -0.03916458040475845, -0.040101777762174606, -0.026400355622172356, -0.06866009533405304, 0.022969486191868782, 0.005978450644761324, 0.05107108876109123, 0.015603270381689072, -0.1205831840634346, -0.015605279244482517, -0.09580540657043457, 0.09111878275871277, -0.07240337878465652, 0.17244166135787964, 0.07640295475721359, -0.01574319414794445, 0.02439541555941105, 0.07522232085466385, 0.012159603647887707, 0.0016314078820869327, -0.04607417434453964, 0.1338125616312027, -0.10389964282512665, 0.1009998470544815, 0.014032755047082901, -0.061758723109960556, -0.06352446228265762, 0.2056959718465805, 0.2770976722240448, -0.09911172837018967, 0.014704852364957333, 0.0616784431040287, 0.050600066781044006, 0.0811953991651535, 0.1348590850830078, 0.06862042099237442, 0.14946188032627106, -0.0392046682536602, -0.10268532484769821, -0.02842247113585472, -0.0720997080206871, -0.03247524052858353, 0.020049981772899628, 0.07278911024332047, -0.05132777988910675, -0.14559882879257202, 0.11386631429195404, -0.2654612958431244, 0.14928171038627625, 0.08698158711194992, -0.01978771574795246, -0.053085487335920334, 0.0022932966239750385, 0.1303216516971588, -0.052162930369377136, -0.03832042217254639, -0.07813271880149841, -0.02160533517599106, -0.06136948987841606, 0.0076585859060287476, -0.33410435914993286, -0.07850860059261322, 0.01401439681649208, 0.13177427649497986, 0.12480951845645905, 0.01214123610407114, 0.1450122892856598, -0.015847917646169662, 0.03390055522322655, -0.07105318456888199, 0.13270363211631775, 0.04726303741335869, 0.06495103240013123, -0.0606909915804863, 0.018368694931268692, -0.06707971543073654, -0.0439821220934391, 0.11205509305000305, -0.034524209797382355, -0.05888206884264946, 0.19351860880851746, 0.004358160775154829, -0.03616781905293465, -0.07197899371385574, -0.07895310968160629, 0.1076006218791008, 0.04201826825737953, 0.014523117803037167, -0.03160097450017929, 0.004704857710748911, 0.07513432204723358, -0.07845401763916016, -0.11333409696817398, 0.0024558021686971188, 0.04891551658511162, -0.1650530993938446, 0.07290581613779068, 0.01901193894445896, -0.21356675028800964, 0.02549179643392563, 0.02246002107858658, -0.011482457630336285, -0.004152222536504269, 0.0592767558991909, 0.0627618208527565, 0.045724671334028244, -0.03717324510216713, 0.013880286365747452, 0.08593824505805969, 0.003666169475764036, -0.01995071955025196, -0.03104744665324688 ]
b8242c22de52b5fc4c3a34015a1e709be98dced5
# m1_qualitative_analysis_ref_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ref_cmbert_io")
nlpso/m1_qualitative_analysis_ref_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:39:33+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:39:49+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ref\_cmbert\_io ========================================== Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ref\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
3a4f7d43934b8d74b6f6878c2d5604c05b0a459a
# m1_qualitative_analysis_ref_ptrn_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ref_ptrn_cmbert_io")
nlpso/m1_qualitative_analysis_ref_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:39:50+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:06+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ref\_ptrn\_cmbert\_io ================================================ Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ref\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
ae448c48cdfac4c1949a1dbb543cfb363d2a73d8
# m1_qualitative_analysis_ref_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ref_cmbert_iob2")
nlpso/m1_qualitative_analysis_ref_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:40:07+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:23+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ref\_cmbert\_iob2 ============================================ Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ref\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
96b6f5cdbb0d50f6fce5ec62931991a3bb8229d9
# m1_qualitative_analysis_ref_ptrn_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ref_ptrn_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ref_ptrn_cmbert_iob2")
nlpso/m1_qualitative_analysis_ref_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:40:24+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:39+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ref\_ptrn\_cmbert\_iob2 ================================================== Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ref\_ptrn\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ref\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
634879beed80de49f8613b032fa6c1021efaa88f
# m1_qualitative_analysis_ocr_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ocr_cmbert_io")
nlpso/m1_qualitative_analysis_ocr_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:40:40+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:40:55+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ocr\_cmbert\_io ========================================== Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ocr\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
91e2ad118b0750e554ebc5487e1c3da9e1189baf
# m1_qualitative_analysis_ocr_ptrn_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_io_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ocr_ptrn_cmbert_io")
nlpso/m1_qualitative_analysis_ocr_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:40:56+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:41:12+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_io ================================================ Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_io\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_io\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
dbeb75b9165681c3fa63386601037a745ce457a3
# m1_qualitative_analysis_ocr_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ocr_cmbert_iob2")
nlpso/m1_qualitative_analysis_ocr_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:41:13+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:41:29+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ocr\_cmbert\_iob2 ============================================ Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ocr\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
cc7c461a4cb9e82523a7bd30cd39cde808888d58
# m1_qualitative_analysis_ocr_ptrn_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * Level-1 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_1](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_1) * Level 2 : [nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_2](https://huggingface.co/nlpso/m1_ind_layers_ocr_ptrn_cmbert_iob2_level_2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m1_qualitative_analysis_ocr_ptrn_cmbert_iob2")
nlpso/m1_qualitative_analysis_ocr_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:41:30+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:41:46+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m1\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_iob2 ================================================== Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approach : M1 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + Level-1 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_iob2\_level\_1 + Level 2 : nlpso/m1\_ind\_layers\_ocr\_ptrn\_cmbert\_iob2\_level\_2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m1\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
df353323836f3b83f298fb995a25bbeddd1f4f03
# m2m3_qualitative_analysis_ref_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ref_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ref_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ref_cmbert_io")
nlpso/m2m3_qualitative_analysis_ref_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:47:49+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:48:34+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ref\_cmbert\_io ============================================ Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ref\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ref\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
5fc1505cefe0790c9e79db7d4add708cb84386d6
# m2m3_qualitative_analysis_ref_ptrn_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_ptrn_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ref_ptrn_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ref_ptrn_cmbert_io")
nlpso/m2m3_qualitative_analysis_ref_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:48:35+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:48:50+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ref\_ptrn\_cmbert\_io ================================================== Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_ptrn\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ref\_ptrn\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ref\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
30ab760f00769993e3d37221d3122aafc04ad7cf
# m2m3_qualitative_analysis_ref_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ref_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ref_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ref_cmbert_iob2")
nlpso/m2m3_qualitative_analysis_ref_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:48:51+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:49:07+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ref\_cmbert\_iob2 ============================================== Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ref\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ref\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
dc5b968dbe50835edbc57f868d7be570b6142fc6
# m2m3_qualitative_analysis_ref_ptrn_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ref_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ref_ptrn_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ref_ptrn_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ref_ptrn_cmbert_iob2")
nlpso/m2m3_qualitative_analysis_ref_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:49:07+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:49:23+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ref\_ptrn\_cmbert\_iob2 ==================================================== Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : ground-truth * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ref\_ptrn\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ref\_ptrn\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ref\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
fd74e0fefac7e27918d1c637bae1cc7e36e6f8ce
# m2m3_qualitative_analysis_ocr_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ocr_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ocr_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ocr_cmbert_io")
nlpso/m2m3_qualitative_analysis_ocr_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:49:24+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:49:39+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ocr\_cmbert\_io ============================================ Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ocr\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
4bffdcddf1197886586cd74c18b511289862a56b
# m2m3_qualitative_analysis_ocr_ptrn_cmbert_io ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IO * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_ptrn_cmbert_io](https://huggingface.co/nlpso/m2_joint_label_ocr_ptrn_cmbert_io) * M3 : [nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_io](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_io) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ocr_ptrn_cmbert_io")
nlpso/m2m3_qualitative_analysis_ocr_ptrn_cmbert_io
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:49:40+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:49:55+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_io ================================================== Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IO * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_ptrn\_cmbert\_io + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_ptrn\_cmbert\_io Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_io")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
a92b2a115698d84023b4bd0ca7182fb605fed755
# m2m3_qualitative_analysis_ocr_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ocr_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ocr_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ocr_cmbert_iob2")
nlpso/m2m3_qualitative_analysis_ocr_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:49:56+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:50:12+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ocr\_cmbert\_iob2 ============================================== Introduction ------------ This dataset was used to perform qualitative analysis of Jean-Baptiste/camembert-ner on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : Jean-Baptiste/camembert-ner * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ocr\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
8f49525c05763df65d75d72212a2d0d4d3a03314
# m2m3_qualitative_analysis_ocr_ptrn_cmbert_iob2 ## Introduction This dataset was used to perform **qualitative analysis** of [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) on **nested NER task** using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. ## Dataset parameters * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : [HueyNemud/das22-10-camembert_pretrained](https://huggingface.co/HueyNemud/das22-10-camembert_pretrained) * Tagging format : IOB2 * Counts : * Train : 6084 * Dev : 676 * Test : 1685 * Associated fine-tuned models : * M2 : [nlpso/m2_joint_label_ocr_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m2_joint_label_ocr_ptrn_cmbert_iob2) * M3 : [nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_iob2](https://huggingface.co/nlpso/m3_hierarchical_ner_ocr_ptrn_cmbert_iob2) ## Entity types Abbreviation|Entity group (level)|Description -|-|- O |1 & 2|Outside of a named entity PER |1|Person or company name ACT |1 & 2|Person or company professional activity TITREH |2|Military or civil distinction DESC |1|Entry full description TITREP |2|Professionnal reward SPAT |1|Address LOC |2|Street name CARDINAL |2|Street number FT |2|Geographical feature ## How to use this dataset ```python from datasets import load_dataset train_dev_test = load_dataset("nlpso/m2m3_qualitative_analysis_ocr_ptrn_cmbert_iob2")
nlpso/m2m3_qualitative_analysis_ocr_ptrn_cmbert_iob2
[ "task_categories:token-classification", "multilinguality:monolingual", "language:fr", "region:us" ]
2023-02-22T08:50:13+00:00
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
2023-02-22T08:50:28+00:00
[]
[ "fr" ]
TAGS #task_categories-token-classification #multilinguality-monolingual #language-French #region-us
m2m3\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_iob2 ==================================================== Introduction ------------ This dataset was used to perform qualitative analysis of HueyNemud/das22-10-camembert\_pretrained on nested NER task using Independant NER layers approach [M1]. It contains Paris trade directories entries from the 19th century. Dataset parameters ------------------ * Approachrd : M2 and M3 * Dataset type : noisy (Pero OCR) * Tokenizer : HueyNemud/das22-10-camembert\_pretrained * Tagging format : IOB2 * Counts : + Train : 6084 + Dev : 676 + Test : 1685 * Associated fine-tuned models : + M2 : nlpso/m2\_joint\_label\_ocr\_ptrn\_cmbert\_iob2 + M3 : nlpso/m3\_hierarchical\_ner\_ocr\_ptrn\_cmbert\_iob2 Entity types ------------ Abbreviation: O, Entity group (level): 1 & 2, Description: Outside of a named entity Abbreviation: PER, Entity group (level): 1, Description: Person or company name Abbreviation: ACT, Entity group (level): 1 & 2, Description: Person or company professional activity Abbreviation: TITREH, Entity group (level): 2, Description: Military or civil distinction Abbreviation: DESC, Entity group (level): 1, Description: Entry full description Abbreviation: TITREP, Entity group (level): 2, Description: Professionnal reward Abbreviation: SPAT, Entity group (level): 1, Description: Address Abbreviation: LOC, Entity group (level): 2, Description: Street name Abbreviation: CARDINAL, Entity group (level): 2, Description: Street number Abbreviation: FT, Entity group (level): 2, Description: Geographical feature How to use this dataset ----------------------- '''python from datasets import load\_dataset train\_dev\_test = load\_dataset("nlpso/m2m3\_qualitative\_analysis\_ocr\_ptrn\_cmbert\_iob2")
[]
[ "TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ 32 ]
[ "passage: TAGS\n#task_categories-token-classification #multilinguality-monolingual #language-French #region-us \n" ]
[ -0.03135114163160324, 0.029018551111221313, -0.009578628465533257, 0.015194578096270561, 0.058504268527030945, 0.060451678931713104, 0.14263968169689178, -0.028006024658679962, 0.17964904010295868, -0.05730975419282913, 0.05136518552899361, -0.019265122711658478, -0.07690227776765823, 0.039603736251592636, -0.0023338620085269213, -0.23251718282699585, 0.04149746894836426, -0.11725762486457825, -0.01373079139739275, 0.04289355129003525, 0.11787842214107513, 0.04906287416815758, 0.014966717921197414, 0.005163376685231924, -0.03739864379167557, 0.11115937680006027, -0.0026533177588135004, -0.021738814190030098, 0.1119033619761467, 0.06532823294401169, 0.1677275002002716, 0.00833445880562067, -0.03480692580342293, -0.26466572284698486, 0.015666736289858818, -0.02318793535232544, -0.054407332092523575, -0.06137306988239288, 0.05079805105924606, -0.17912828922271729, -0.03618212044239044, -0.029692910611629486, 0.02759650908410549, 0.1178213506937027, -0.1564328670501709, -0.059374816715717316, -0.009735556319355965, -0.01853766106069088, -0.06983077526092529, -0.017888279631733894, -0.0006148628890514374, 0.06652901321649551, -0.2104436308145523, 0.05107477307319641, -0.03290705382823944, -0.1569441705942154, -0.038952428847551346, 0.11931982636451721, 0.11726740747690201, 0.10400472581386566, -0.10959528386592865, 0.10875744372606277, 0.008538711816072464, 0.009486907161772251, -0.16596566140651703, -0.15660661458969116, -0.07921933382749557, 0.047718681395053864, -0.07575660943984985, 0.006647016387432814, 0.18548870086669922, 0.02932976745069027, 0.02387137897312641, -0.08902449160814285, -0.02431313507258892, 0.012666299939155579, -0.07512427121400833, -0.013484331779181957, 0.007683972362428904, 0.05018102377653122, 0.22636185586452484, -0.06150245666503906, -0.017595184966921806, -0.009841464459896088, -0.18124230206012726, 0.19793517887592316, 0.016621407121419907, 0.006467777770012617, -0.01948576420545578, 0.0070842537097632885, -0.12515221536159515, 0.030206335708498955, 0.027599455788731575, -0.1467365026473999, -0.16318856179714203, 0.002099512377753854, 0.08390041440725327, 0.09251637011766434, 0.13166289031505585, 0.09378550946712494, -0.09621188789606094, 0.08875467628240585, -0.19810466468334198, 0.1352444440126419, 0.1577574908733368, 0.10542219132184982, 0.031214037910103798, -0.08905849605798721, -0.0976775735616684, -0.058648183941841125, -0.08113405853509903, 0.016557330265641212, -0.08016671985387802, -0.007532427087426186, -0.10891887545585632, 0.18868349492549896, 0.025810247287154198, -0.04890022054314613, -0.10294943302869797, 0.01868785358965397, -0.0018511646194383502, -0.08676669001579285, 0.015744464471936226, 0.006459475960582495, 0.0005111851496621966, 0.11582185328006744, -0.17820793390274048, 0.015672478824853897, -0.07904849201440811, 0.013159101828932762, -0.01847233437001705, 0.03336287662386894, -0.051397889852523804, -0.07054700702428818, 0.028389474377036095, -0.028768576681613922, -0.028756026178598404, -0.03424910083413124, -0.043742794543504715, -0.04821053892374039, 0.06302732229232788, -0.06395796686410904, 0.04391716420650482, -0.1415475457906723, 0.021254045888781548, 0.01701958477497101, -0.009120618924498558, -0.04916536808013916, -0.15036919713020325, -0.020136557519435883, -0.11190630495548248, 0.013835259713232517, -0.1533142775297165, -0.01419823057949543, 0.0288937296718359, 0.1077985092997551, -0.1922408491373062, 0.12341931462287903, -0.11984416097402573, 0.029354389756917953, -0.03802257031202316, -0.038432344794273376, -0.07865142077207565, 0.08121785521507263, -0.154704287648201, 0.1416042447090149, -0.13487665355205536, -0.09977970272302628, 0.21571029722690582, -0.08446700125932693, 0.003188610076904297, 0.18615607917308807, 0.041039928793907166, 0.041828956454992294, 0.041037000715732574, 0.3330901563167572, 0.01114665623754263, -0.03345513343811035, 0.09612984955310822, 0.2364736646413803, -0.03607267141342163, 0.0885714665055275, 0.11866782605648041, -0.05893023684620857, -0.10876653343439102, -0.04807239770889282, 0.10192899405956268, 0.0026474816258996725, -0.0911155641078949, -0.076417475938797, 0.05025601014494896, 0.07390449941158295, 0.209512397646904, 0.06781502813100815, 0.04979454725980759, -0.0565364770591259, -0.040253736078739166, -0.0808507427573204, 0.04613811522722244, 0.0311313234269619, -0.03223331272602081, -0.07310084253549576, -0.0060408213175833225, 0.18751247227191925, -0.0034978638868778944, -0.13344664871692657, -0.171253964304924, 0.022379819303750992, 0.10859105736017227, 0.08163291215896606, 0.2171512097120285, 0.011177944019436836, -0.050313424319028854, -0.08525291830301285, 0.07133258879184723, -0.0013049886329099536, -0.024023542180657387, 0.05957777053117752, -0.17395763099193573, 0.1399656981229782, -0.0814981684088707, 0.10972141474485397, -0.11120683699846268, -0.031720757484436035, 0.07960045337677002, 0.029996970668435097, 0.037601668387651443, 0.11347905546426773, -0.10989590734243393, 0.1286337971687317, -0.015823321416974068, 0.019268939271569252, 0.09511815756559372, -0.12550586462020874, 0.0050356131978333, 0.10427269339561462, 0.018680505454540253, 0.17125678062438965, 0.11884411424398422, -0.1519673466682434, -0.02284456044435501, -0.0612514428794384, -0.03896109014749527, 0.024979382753372192, 0.07290603220462799, -0.04327241703867912, 0.022267069667577744, 0.09049025177955627, 0.08075948804616928, -0.02954317443072796, 0.0016326853074133396, -0.02603698894381523, 0.02097294293344021, -0.08055993914604187, 0.15135759115219116, 0.06242871284484863, -0.14109836518764496, 0.18244893848896027, 0.15991704165935516, 0.12538190186023712, 0.27257445454597473, -0.07530886679887772, 0.08070851117372513, 0.01730666495859623, 0.09513154625892639, -0.07178494334220886, 0.10883889347314835, -0.257475346326828, -0.03347548469901085, 0.017312809824943542, 0.09702089428901672, 0.039632126688957214, -0.11050747334957123, -0.06844964623451233, -0.14621324837207794, -0.056814149022102356, -0.04261167347431183, 0.03118288516998291, 0.016205573454499245, 0.0658574253320694, 0.07724285870790482, -0.19080707430839539, 0.068402498960495, -0.08431760966777802, -0.0025409385561943054, 0.12127523869276047, -0.19665323197841644, -0.23202498257160187, -0.03279682248830795, -0.10529949516057968, -0.14792579412460327, 0.013440979644656181, 0.005542411934584379, -0.10751784592866898, -0.016056785359978676, 0.026268823072314262, 0.14451736211776733, -0.20983153581619263, -0.09871547669172287, -0.060511138290166855, 0.11283096671104431, -0.19222639501094818, -0.07516022771596909, -0.04345305263996124, -0.0020841024816036224, 0.017106270417571068, -0.002000972628593445, -0.17888468503952026, 0.005633663851767778, 0.22555579245090485, 0.05917351692914963, 0.009571845643222332, -0.08143983036279678, 0.14959044754505157, -0.17776420712471008, -0.1079542487859726, 0.02091795951128006, 0.038596682250499725, 0.021787814795970917, 0.2110976278781891, 0.048375848680734634, -0.017300784587860107, -0.04259607940912247, 0.11334975808858871, -0.06467587500810623, -0.18736279010772705, -0.23655308783054352, -0.11730579286813736, 0.1746576428413391, -0.04351305961608887, 0.0517834834754467, 0.05279053375124931, -0.10795678198337555, 0.011640787124633789, -0.05994337797164917, 0.03826278820633888, 0.00387694058008492, 0.32990434765815735, -0.09809049218893051, 0.05154695361852646, -0.0935330018401146, -0.1281285285949707, 0.09242815524339676, 0.15886756777763367, 0.08052115142345428, 0.21421194076538086, 0.06267444789409637, 0.08968737721443176, -0.016355864703655243, 0.004124440718442202, -0.037215456366539, 0.09036825597286224, -0.022646356374025345, -0.028263837099075317, -0.008787115104496479, 0.06772366166114807, -0.01192893274128437, 0.2219853401184082, -0.24590785801410675, -0.046076804399490356, -0.18620707094669342, 0.15916424989700317, 0.05781836807727814, 0.07983989268541336, 0.06725258380174637, 0.11921156942844391, 0.11183791607618332, -0.08594980835914612, -0.16613899171352386, 0.16869376599788666, 0.103229820728302, -0.20214861631393433, 0.06496790796518326, 0.04652470350265503, 0.1252945512533188, -0.03382154926657677, 0.08260410279035568, -0.10706187039613724, -0.16466191411018372, 0.009959008544683456, 0.10592648386955261, -0.07654763758182526, 0.32516273856163025, 0.0606851764023304, -0.10627265274524689, -0.07967689633369446, -0.05174895003437996, 0.018349532037973404, 0.2973724901676178, 0.17117802798748016, 0.038030318915843964, -0.026046158745884895, -0.04057031869888306, 0.05653679370880127, -0.04088953137397766, 0.1540309190750122, -0.012162481434643269, -0.11405529081821442, -0.01440479513257742, -0.006280583795160055, -0.08444042503833771, -0.07151228189468384, -0.09263555705547333, -0.16074150800704956, 0.03462299704551697, 0.06301622837781906, -0.019977493211627007, 0.006015686318278313, -0.04516613483428955, -0.07290461659431458, 0.2158614546060562, -0.09208573400974274, 0.017541008070111275, -0.06198427453637123, -0.1966029703617096, 0.08824945986270905, 0.007095075212419033, 0.0068913837894797325, -0.08964623510837555, -0.045372333377599716, -0.11095140874385834, -0.0033091851510107517, 0.133822962641716, -0.09595387428998947, 0.1035134494304657, -0.07238376140594482, 0.20721548795700073, -0.05478799715638161, 0.025176499038934708, -0.01691547781229019, 0.00023280084133148193, 0.020613225176930428, -0.15595898032188416, 0.024673892185091972, -0.16648048162460327, -0.033748067915439606, 0.23405152559280396, -0.13013722002506256, -0.07576218247413635, -0.01209225133061409, -0.07717099785804749, 0.2931012511253357, 0.26315832138061523, 0.012632528319954872, 0.14881467819213867, 0.1447199434041977, -0.07616248726844788, -0.30986323952674866, -0.021412409842014313, -0.07657467573881149, -0.04344317689538002, -0.009235749952495098, -0.23203614354133606, -0.030842091888189316, 0.026907673105597496, -0.03529118746519089, 0.11870741844177246, -0.3523643910884857, -0.017754483968019485, 0.03096102736890316, -0.12880533933639526, 0.2987632751464844, -0.07766237109899521, -0.022766049951314926, -0.11068765074014664, -0.0044762855395674706, 0.14480167627334595, -0.020005978643894196, 0.044634703546762466, 0.057081785053014755, -0.05844680592417717, -0.005269930697977543, 0.025188537314534187, 0.20530621707439423, 0.08677652478218079, -0.0030415982473641634, 0.03481468930840492, -0.19971413910388947, 0.16076073050498962, 0.05857280269265175, -0.11593784391880035, 0.06986924260854721, -0.0791173204779625, -0.1107509434223175, -0.05930369347333908, -0.05436882749199867, 0.04477715492248535, -0.032049208879470825, -0.013813312165439129, -0.05904214829206467, 0.06655322760343552, -0.0977930948138237, 0.029271185398101807, 0.2197824865579605, -0.04782193526625633, 0.029938701540231705, -0.008755417540669441, 0.12960046529769897, -0.07618877291679382, -0.03660329803824425, 0.002672574482858181, -0.00857619009912014, 0.030074020847678185, -0.021621979773044586, 0.0643913745880127, 0.09514036774635315, -0.08867290616035461, 0.13741569221019745, 0.04950900375843048, 0.03736964240670204, -0.0398540236055851, 0.11054946482181549, -0.030390309169888496, -0.22571246325969696, -0.02027491107583046, -0.07905767858028412, 0.09858501702547073, -0.017637114971876144, 0.09010227024555206, 0.1611214280128479, 0.009975507855415344, 0.004472767468541861, -0.042308688163757324, -0.1251581460237503, -0.04385267198085785, 0.004003946203738451, 0.07288765907287598, -0.07563856989145279, 0.027213983237743378, 0.1192099004983902, -0.15552134811878204, -0.10842176526784897, 0.20873156189918518, -0.033299192786216736, -0.06373819708824158, -0.14537537097930908, 0.1423969864845276, 0.006867001298815012, -0.08575889468193054, -0.03286699578166008, -0.12635143101215363, 0.028629980981349945, 0.20730988681316376, 0.013225140050053596, 0.08451391011476517, 0.007696034852415323, -0.1082662045955658, 0.17966046929359436, 0.0008354882593266666, -0.08430418372154236, -0.06724127382040024, -0.013900046236813068, -0.12008944153785706, 0.030972322449088097, 0.2248028665781021, -0.058317117393016815, -0.12785662710666656, -0.2516998052597046, 0.07119598984718323, -0.06983491778373718, -0.02128167264163494, -0.007352429907768965, 0.03159504383802414, 0.03327399492263794, -0.05983535572886467, -0.021984482184052467, -0.09419487416744232, -0.13751965761184692, 0.06091288849711418, 0.07537057995796204, 0.16739137470722198, -0.007306658662855625, 0.028147242963314056, 0.10013826191425323, 0.01234738901257515, 0.08216144889593124, 0.011882073245942593, -0.04112370312213898, 0.09674336761236191, -0.15021203458309174, -0.06914877891540527, 0.02498658373951912, 0.0520087331533432, 0.030961832031607628, 0.03500724956393242, -0.04723544046282768, 0.008266400545835495, 0.15000908076763153, 0.09455081075429916, -0.09611155092716217, -0.049585554748773575, 0.045649319887161255, -0.06896109133958817, -0.30870121717453003, 0.04580695927143097, -0.018449077382683754, 0.03715291991829872, -0.011297881603240967, 0.016899820417165756, 0.05813005194067955, 0.04466632753610611, 0.07553212344646454, -0.0017387507250532508, 0.012952961958944798, -0.05771314352750778, 0.1448052078485489, -0.10131023824214935, -0.010560181923210621, 0.06410439312458038, 0.3704160451889038, 0.15323230624198914, 0.08345037698745728, 0.06049204617738724, -0.07022066414356232, -0.11257711052894592, 0.06196926534175873, -0.015859683975577354, 0.09102184325456619, 0.02015847899019718, -0.03903036192059517, -0.05356566607952118, -0.0019982403609901667, 0.09129486978054047, 0.13039082288742065, 0.09735885262489319, 0.060944728553295135, 0.032456476241350174, -0.054994914680719376, -0.05896341800689697, 0.003702814457938075, 0.05136809125542641, 0.12480232119560242, -0.00037404149770736694, -0.20811057090759277, 0.09911472350358963, -0.02035573497414589, -0.07491490989923477, 0.15496036410331726, -0.010475466959178448, -0.07899089902639389, -0.1474408358335495, 0.057011935859918594, 0.0027938541024923325, -0.1078680232167244, 0.025609778240323067, -0.047935601323843, 0.09549274295568466, 0.15431399643421173, 0.1453128308057785, 0.05125522240996361, 0.07446800917387009, -0.21282866597175598, -0.09689188003540039, 0.030584730207920074, -0.036163780838251114, 0.2066330909729004, -0.11145354807376862, -0.0012359244283288717, -0.1115322932600975, -0.03812418878078461, -0.05432330071926117, 0.0653371810913086, -0.0787806585431099, -0.04722783714532852, -0.1994321197271347, -0.020797504112124443, -0.024957038462162018, 0.10337494313716888, 0.048082683235406876, 0.2298954874277115, 0.052691858261823654, -0.0729723572731018, 0.04328806698322296, 0.18909795582294464, 0.04199303314089775, -0.172610342502594, -0.08476049453020096, 0.1708034873008728, -0.03501274064183235, 0.1298697590827942, -0.10448390990495682, -0.018934519961476326, -0.0791287049651146, 0.08998623490333557, 0.30555853247642517, -0.07638153433799744, -0.03101194277405739, -0.003039817325770855, 0.06917555630207062, 0.1386006772518158, 0.039788082242012024, -0.00848636869341135, 0.235020712018013, -0.04043376445770264, -0.0633230060338974, -0.004898729268461466, 0.028339534997940063, -0.12438616156578064, 0.08515319228172302, 0.0792071670293808, -0.012121830135583878, -0.0167719554156065, 0.1935444325208664, -0.10874232649803162, 0.12262781709432602, 0.12411003559827805, -0.15065576136112213, -0.07415742427110672, -0.043076083064079285, 0.07100359350442886, -0.00356952752918005, 0.08659783005714417, -0.025970272719860077, -0.20677810907363892, -0.12341703474521637, -0.0002293571742484346, -0.1363656222820282, -0.18021172285079956, 0.07796827703714371, 0.0457131527364254, 0.1680946946144104, -0.026117542758584023, 0.12100180238485336, 0.05187796428799629, -0.028719693422317505, 0.09109953045845032, -0.05195699632167816, 0.03727191314101219, 0.06901616603136063, -0.12022929638624191, 0.024128997698426247, -0.044519200921058655, 0.07798159867525101, 0.02426055818796158, 0.008997282944619656, 0.055124323815107346, 0.017297277227044106, -0.11813810467720032, -0.017221704125404358, 0.07362859696149826, -0.2135181874036789, 0.005492436233907938, 0.11161535233259201, 0.06657543033361435, 0.02192539907991886, -0.07818346470594406, -0.027429521083831787, -0.030079569667577744, -0.04568876698613167, -0.16990159451961517, -0.034629207104444504, 0.03145362809300423, 0.10350999981164932, 0.004206901416182518, -0.13101941347122192, 0.038568709045648575, -0.03105517476797104, 0.23363249003887177, -0.01884792000055313, 0.023751150816679, 0.02085898630321026, -0.09526075422763824, -0.004350314382463694, -0.4096299409866333, 0.09261748939752579, 0.022993920370936394, 0.07051586359739304, -0.03821351379156113 ]
45df06fb0b31edc882d7c8d34389261f995e5208
# Opus100 - Source: https://huggingface.co/datasets/opus100 - Num examples: - 1,000,000 (train) - 2,000 (validation) - 192,744 (test) - Language: English ```python from datasets import load_dataset load_dataset("tdtunlp/opus100_envi") ``` - Format for Translation task ```python def preprocess( sample, instruction_key="### Instruction:", input_key="Input:", response_key="<|endofprompt|>", end_key="<|endoftext|>", en2vi=True, ): if en2vi: if random.random() < 0.5: instruction = "Translate the following sentences from English into Vietnamese." else: instruction = "Dịch các câu sau từ tiếng Anh sang tiếng Việt." input = sample['en'].strip() response = sample['vi'].strip() else: if random.random() < 0.5: instruction = "Translate the following sentences from Vietnamese into English." else: instruction = "Dịch các câu sau từ tiếng Việt sang tiếng Anh." input = sample['vi'].strip() response = sample['en'].strip() return {'text': """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. {instruction_key} {instruction} {input_key} {input} {response_key} {response} {end_key}""".format( instruction_key=instruction_key, instruction=instruction, input_key=input_key, input=input, response_key=response_key, response=response, end_key=end_key, )} """ Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. ### Instruction: Dịch các câu sau từ tiếng Anh sang tiếng Việt. Input: Toast falls jelly-side down, children hit tables and people get hurt. <|endofprompt|> Bánh mì nướng rơi đông lại, trẻ con va vào bàn và con người bị thương. <|endoftext|> """ ```
vietgpt/opus100_envi
[ "task_categories:translation", "size_categories:1M<n<10M", "language:en", "language:vi", "LM", "region:us" ]
2023-02-22T09:11:25+00:00
{"language": ["en", "vi"], "size_categories": ["1M<n<10M"], "task_categories": ["translation"], "dataset_info": {"features": [{"name": "en", "dtype": "string"}, {"name": "vi", "dtype": "string"}], "splits": [{"name": "test", "num_bytes": 192744, "num_examples": 2000}, {"name": "train", "num_bytes": 82614470, "num_examples": 1000000}, {"name": "validation", "num_bytes": 194721, "num_examples": 2000}], "download_size": 59201490, "dataset_size": 83001935}, "tags": ["LM"]}
2023-07-03T16:56:58+00:00
[]
[ "en", "vi" ]
TAGS #task_categories-translation #size_categories-1M<n<10M #language-English #language-Vietnamese #LM #region-us
# Opus100 - Source: URL - Num examples: - 1,000,000 (train) - 2,000 (validation) - 192,744 (test) - Language: English - Format for Translation task
[ "# Opus100\n\n- Source: URL\n- Num examples: \n - 1,000,000 (train)\n - 2,000 (validation)\n - 192,744 (test)\n- Language: English\n\n\n\n- Format for Translation task" ]
[ "TAGS\n#task_categories-translation #size_categories-1M<n<10M #language-English #language-Vietnamese #LM #region-us \n", "# Opus100\n\n- Source: URL\n- Num examples: \n - 1,000,000 (train)\n - 2,000 (validation)\n - 192,744 (test)\n- Language: English\n\n\n\n- Format for Translation task" ]
[ 40, 43 ]
[ "passage: TAGS\n#task_categories-translation #size_categories-1M<n<10M #language-English #language-Vietnamese #LM #region-us \n# Opus100\n\n- Source: URL\n- Num examples: \n - 1,000,000 (train)\n - 2,000 (validation)\n - 192,744 (test)\n- Language: English\n\n\n\n- Format for Translation task" ]
[ -0.02421431615948677, -0.006124267820268869, -0.0032657990232110023, 0.04087821766734123, 0.07230295240879059, 0.028632111847400665, 0.13252799212932587, 0.0773426815867424, 0.09144160151481628, 0.03650033473968506, 0.09301809221506119, -0.04738444462418556, 0.006753243040293455, -0.007562948856502771, 0.01699930429458618, -0.2671068012714386, 0.060265835374593735, -0.04438092187047005, -0.09684445708990097, 0.12135937809944153, 0.050153397023677826, -0.002614149823784828, 0.12083262205123901, -0.05555335804820061, -0.06609069555997849, 0.1022656187415123, -0.04197857901453972, -0.07056034356355667, 0.09009817987680435, 0.04496506601572037, 0.1073298379778862, -0.0023426611442118883, 0.01396038569509983, -0.162123903632164, -0.023834984749555588, -0.037250369787216187, -0.0035282615572214127, -0.0604407973587513, -0.05085702985525131, 0.021254781633615494, 0.25411930680274963, -0.12385552376508713, -0.016181927174329758, 0.08203580230474472, -0.08435560017824173, -0.051976531744003296, 0.0032784421928226948, 0.018530314788222313, 0.053245484828948975, 0.0739343985915184, -0.053117841482162476, 0.1468958705663681, -0.22821399569511414, 0.06440699845552444, 0.12892845273017883, -0.2969799041748047, -0.04062999412417412, 0.1986169070005417, 0.10446550697088242, 0.1517949104309082, -0.0330430269241333, 0.048905108124017715, 0.1131708100438118, 0.006068023387342691, -0.22050029039382935, -0.15676915645599365, -0.0015784639399498701, 0.027179619297385216, -0.11870674788951874, 0.041838664561510086, 0.20486436784267426, 0.0709824487566948, 0.02554156631231308, -0.11624084413051605, -0.05083291232585907, -0.15121835470199585, -0.03615475818514824, -0.08497496694326401, 0.024923784658312798, -0.02199232392013073, 0.16847561299800873, -0.021801311522722244, -0.017055250704288483, -0.0989680141210556, -0.15003739297389984, -0.061854876577854156, 0.03992537409067154, -0.043668124824762344, 0.028385143727064133, -0.011918210424482822, -0.15531247854232788, -0.04517927020788193, -0.011241301894187927, -0.0879104733467102, -0.09772040694952011, 0.08139690011739731, 0.12296665459871292, -0.09944856911897659, 0.10246220976114273, -0.13408173620700836, -0.08996526151895523, 0.09103929251432419, -0.1284061223268509, 0.11480189859867096, -0.003001517616212368, 0.20944398641586304, -0.14359556138515472, -0.08578766137361526, -0.07667334377765656, 0.023145217448472977, -0.02344215102493763, 0.08044830709695816, -0.14100396633148193, -0.1363772451877594, -0.01163062546402216, 0.12830017507076263, -0.09807610511779785, 0.014482676051557064, -0.009048797190189362, 0.028115680441260338, -0.0035747303627431393, -0.09514932334423065, 0.002810016507282853, 0.012569773942232132, -0.04552406445145607, 0.12718020379543304, -0.0710306242108345, -0.009645984508097172, -0.0905032530426979, -0.06779681146144867, -0.05593373253941536, 0.02652353048324585, -0.05240503326058388, -0.17645463347434998, 0.054668158292770386, -0.05007278919219971, -0.05027998611330986, -0.06767740100622177, -0.054090917110443115, -0.053236011415719986, 0.0030681185889989138, -0.08735694736242294, 0.06852376461029053, -0.14201503992080688, -0.004421750549226999, -0.020879726856946945, 0.029491562396287918, 0.006860670633614063, -0.062398944050073624, 0.07895185053348541, -0.020977094769477844, 0.11530722677707672, -0.06676796823740005, -0.012954234145581722, -0.07108277082443237, 0.08549165725708008, -0.18893256783485413, 0.13805435597896576, -0.14622971415519714, 0.07737019658088684, -0.05649128556251526, -0.09310442954301834, -0.029418999329209328, 0.07691183686256409, -0.09093538671731949, 0.14804746210575104, -0.14974790811538696, -0.04940909519791603, 0.17141324281692505, -0.05046752467751503, -0.06348826736211777, 0.150711789727211, 0.05920778587460518, 0.08903203159570694, 0.02924310974776745, 0.28000837564468384, 0.034255750477313995, -0.021075008437037468, 0.0790867879986763, 0.09310439229011536, 0.005400064401328564, -0.04839393496513367, 0.08948807418346405, -0.01160104013979435, -0.041693538427352905, 0.04061761498451233, 0.07074405252933502, 0.011292355135083199, -0.01209847442805767, -0.05913563445210457, 0.008724356070160866, -0.02601308375597, 0.10873301327228546, 0.053229156881570816, 0.10138730704784393, -0.103115014731884, -0.043344415724277496, 0.023554038256406784, 0.03485194966197014, -0.0020349863916635513, -0.03567926213145256, -0.07151637971401215, 0.018906647339463234, 0.03554920852184296, 0.04076060652732849, -0.07913687825202942, 0.022387858480215073, 0.05722473934292793, 0.13811776041984558, 0.11075810343027115, 0.2247316837310791, 0.022344665601849556, -0.014996002428233624, -0.04405954107642174, 0.07197199016809464, 0.01186534482985735, 0.00723824230954051, -0.05732273682951927, -0.017269304022192955, 0.12355703860521317, 0.015391753986477852, -0.08496607840061188, -0.22455936670303345, 0.007408274803310633, 0.07238905131816864, -0.0020915407221764326, 0.032608017325401306, 0.06858345866203308, 0.02004312537610531, 0.13220049440860748, -0.016130628064274788, 0.0005704541108570993, 0.01348133198916912, -0.12159699201583862, -0.07918718457221985, 0.13049836456775665, -0.07473090291023254, 0.1565699726343155, 0.14700694382190704, -0.010764354839920998, -0.0626961886882782, 0.01696539670228958, -0.011873059906065464, 0.005636295303702354, -0.04820859432220459, -0.023682337254285812, -0.002861869055777788, 0.06797366589307785, 0.14799821376800537, -0.08810541033744812, 0.05465105175971985, 0.03153124451637268, -0.02645650878548622, 0.014895961619913578, 0.2599306106567383, 0.023411070927977562, -0.17754963040351868, 0.16989076137542725, 0.07983150333166122, -0.04914970323443413, 0.20132356882095337, -0.015284721739590168, -0.01486540399491787, 0.0034179585054516792, 0.1488482505083084, -0.033350225538015366, 0.042890533804893494, -0.2669530510902405, -0.01383287739008665, 0.029418062418699265, 0.14545446634292603, 0.019632551819086075, -0.1070462167263031, -0.07708009332418442, -0.027422573417425156, -0.10956412553787231, -0.06843141466379166, 0.11083412170410156, 0.07088981568813324, 0.08557179570198059, -0.006423797458410263, -0.022429484874010086, -0.06346291303634644, -0.03250420093536377, -0.09531326591968536, 0.15674328804016113, -0.10338909178972244, -0.28091007471084595, -0.16211192309856415, 0.04685734212398529, -0.08714861422777176, -0.0513029471039772, 0.023428015410900116, -0.24394385516643524, -0.042701516300439835, -0.06330573558807373, 0.08978471904993057, -0.13202838599681854, -0.11698213964700699, -0.07450063526630402, 0.1308608204126358, -0.12796063721179962, -0.05793396756052971, -0.03880273923277855, -0.007301307283341885, -0.0313994362950325, 0.023321716114878654, -0.25257912278175354, 0.015516042709350586, 0.18111549317836761, -0.059576649218797684, 0.03129968047142029, -0.05705748870968819, 0.1480940878391266, -0.11641386151313782, -0.003338974667713046, 0.04511135444045067, 0.10749407112598419, -0.025278527289628983, 0.17244268953800201, -0.010645372793078423, -0.05461744964122772, 0.02872427925467491, 0.08261020481586456, -0.07307058572769165, -0.28460395336151123, -0.08489572256803513, -0.08041220158338547, 0.1570817083120346, -0.013720142655074596, 0.052677445113658905, -0.042976465076208115, 0.017467116937041283, 0.11151520907878876, 0.15482504665851593, -0.008970835246145725, -0.023670028895139694, 0.2838144898414612, -0.07468432933092117, 0.015454106032848358, -0.09349143505096436, -0.08191528171300888, 0.08747453987598419, 0.022932816296815872, 0.16740451753139496, 0.10970611125230789, 0.08844723552465439, 0.05180731415748596, 0.08955411612987518, 0.04638464003801346, 0.03547453507781029, -0.006671907380223274, -0.030699199065566063, -0.036085132509469986, -0.08647456765174866, 0.037686094641685486, 0.06921358406543732, 0.19794723391532898, -0.04298705980181694, -0.040957365185022354, 0.034788042306900024, 0.077064648270607, 0.08340801298618317, 0.11297607421875, -0.07974410057067871, 0.10502663999795914, 0.05085240304470062, -0.0688936710357666, -0.06217679753899574, 0.1986142247915268, 0.23114965856075287, -0.12398064136505127, 0.06082309037446976, 0.05128561705350876, 0.11554773896932602, -0.0039851185865700245, 0.05203494429588318, -0.17157988250255585, -0.1641184538602829, 0.020829828456044197, 0.13250361382961273, -0.2168915867805481, 0.3213145434856415, 0.029936889186501503, -0.0926484614610672, -0.07147478312253952, -0.05829830840229988, 0.0009398299152962863, 0.1384272575378418, 0.16860376298427582, 0.047736749053001404, 0.06534165143966675, -0.12386231869459152, -0.0423743762075901, -0.010755765251815319, 0.04847145080566406, 0.10499291867017746, -0.030565429478883743, 0.018522098660469055, -0.008613808080554008, -0.08926906436681747, 0.03489705175161362, -0.09103367477655411, -0.060048311948776245, -0.05069723725318909, 0.10517394542694092, -0.023374341428279877, 0.013038367964327335, -0.040937237441539764, 0.014429588802158833, 0.25877833366394043, -0.07864107191562653, -0.04737626388669014, -0.016336463391780853, -0.0316387414932251, 0.2017585039138794, -0.033199459314346313, -0.04183783382177353, -0.09164277464151382, -0.12486830353736877, -0.007278092205524445, 0.062230613082647324, 0.1642737239599228, 0.03341640159487724, -0.009230772033333778, -0.03081519342958927, 0.11133663356304169, -0.11071239411830902, 0.08107990771532059, -0.020480062812566757, -0.02433989755809307, 0.060241419821977615, -0.11688118427991867, -0.07984887808561325, -0.004586204886436462, -0.02496090717613697, 0.15352822840213776, -0.19014503061771393, -0.014795375987887383, -0.015226436778903008, -0.14918747544288635, 0.25185438990592957, 0.19846302270889282, -0.02480190433561802, 0.014962620101869106, 0.17376402020454407, -0.0789143368601799, -0.17983339726924896, -0.00818998645991087, -0.03507113829255104, 0.11243762820959091, -0.012233920395374298, -0.03492296114563942, -0.07443470507860184, 0.14691640436649323, 0.02661512978374958, 0.16621743142604828, -0.37928080558776855, -0.11748980730772018, 0.04382343590259552, 0.0020437128841876984, 0.2518891990184784, -0.17114229500293732, -0.046300653368234634, -0.08068156242370605, -0.21030622720718384, 0.033613596111536026, 0.0041001890785992146, 0.08897542208433151, -0.012984110042452812, 0.07260608673095703, 0.032794803380966187, -0.020288024097681046, 0.18948234617710114, -0.014106790535151958, -0.03195013850927353, -0.04499403014779091, -0.20805883407592773, 0.10417194664478302, 0.022526364773511887, 0.0761246606707573, -0.08803744614124298, -0.012869092635810375, -0.16453757882118225, -0.07711983472108841, -0.02954169549047947, -0.05766187980771065, -0.03949768468737602, -0.035754695534706116, -0.11855487525463104, 0.0652707889676094, -0.062277454882860184, 0.009990871883928776, 0.14357726275920868, -0.09240195155143738, 0.02251180075109005, 0.08789906650781631, 0.11648435890674591, -0.07985340058803558, 0.09773466736078262, 0.03456933796405792, 0.012188378721475601, 0.09270904958248138, -0.1781759411096573, 0.025081157684326172, 0.18940278887748718, -0.018984828144311905, 0.13640104234218597, -0.017035895958542824, -0.022240029647946358, 0.07253257930278778, 0.09393170475959778, 0.09084519743919373, -0.23722732067108154, -0.024808010086417198, -0.079855777323246, 0.05533049628138542, -0.06117742881178856, 0.030818689614534378, -0.024355797097086906, 0.0026569697074592113, 0.04152503237128258, -0.03193502128124237, -0.1046537384390831, 0.16312505304813385, -0.01508420892059803, 0.10210776329040527, -0.017899755388498306, 0.04714950546622276, 0.09002885222434998, -0.18946480751037598, -0.006105995271354914, 0.22562375664710999, -0.09886808693408966, -0.028919642791152, 0.001007134560495615, 0.07445134967565536, 0.04022061079740524, -0.04787323996424675, -0.06195954233407974, -0.13477520644664764, -0.008879393339157104, 0.09490840882062912, 0.030122127383947372, 0.035178251564502716, -0.016984418034553528, -0.10338280349969864, 0.08740896731615067, 0.019852085039019585, 0.052041132003068924, -0.01489553414285183, -0.14422792196273804, -0.09115218371152878, 0.07190202921628952, 0.15162701904773712, -0.03781832009553909, -0.015584183856844902, -0.22034557163715363, 0.08282709866762161, -0.23214413225650787, 0.05985686555504799, -0.03480609133839607, -0.02743636816740036, -0.045570772141218185, -0.04590591415762901, -0.11215251684188843, -0.07206158339977264, -0.14739012718200684, 0.011800886131823063, -0.05168580636382103, 0.11574041098356247, 0.021623093634843826, 0.012277324683964252, 0.08526916056871414, 0.007268163841217756, 0.027453359216451645, -0.062480319291353226, -0.11569500714540482, 0.09319640696048737, 0.009953673928976059, 0.066157266497612, 0.11094056814908981, 0.07526819407939911, 0.10767646133899689, 0.07122041285037994, 0.01646239124238491, 0.05448785424232483, 0.2528696060180664, 0.080106221139431, -0.015032828785479069, -0.09707567095756531, -0.04748917743563652, -0.16273091733455658, -0.23912011086940765, 0.009850796312093735, 0.02673967182636261, 0.037712860852479935, 0.013507883064448833, 0.07011018693447113, -0.06721566617488861, 0.030958449468016624, -0.012886494398117065, -0.03207949921488762, -0.02385079674422741, 0.0010473399888724089, 0.13708357512950897, -0.0790521502494812, 0.01723792962729931, -0.004354520700871944, 0.24577279388904572, 0.07207730412483215, 0.0601857490837574, 0.03263706713914871, -0.10721155256032944, -0.05830534175038338, -0.014866537414491177, 0.19876717031002045, 0.11428670585155487, -0.001912705018185079, -0.10332458466291428, -0.06340516358613968, -0.0035162167623639107, 0.0999702662229538, 0.10409148782491684, 0.17503933608531952, -0.004190261475741863, 0.10147862136363983, 0.02176119200885296, 0.024746093899011612, 0.0025729378685355186, 0.10245581716299057, -0.053680650889873505, 0.08814143389463425, -0.10561373829841614, 0.13015413284301758, 0.15113957226276398, -0.07988812774419785, 0.10117212682962418, -0.04092373698949814, -0.11579776555299759, -0.14829790592193604, -0.006319458596408367, -0.12302824854850769, -0.24236442148685455, 0.04364970698952675, -0.013744689524173737, 0.07119811326265335, -0.004828582052141428, 0.2011667639017105, -0.0077601210214197636, 0.10589897632598877, -0.14304578304290771, -0.10184311121702194, 0.057291626930236816, -0.02454417571425438, 0.06595335900783539, -0.0222075954079628, 0.02475390024483204, 0.021509049460291862, -0.09248057007789612, -0.008502396754920483, 0.08119043707847595, -0.12633046507835388, -0.06298558413982391, -0.08529098331928253, 0.05864018574357033, -0.0854928269982338, 0.050281744450330734, 0.02317667193710804, 0.11376983672380447, 0.050985127687454224, -0.08936578035354614, -0.030072996392846107, 0.05355724319815636, -0.02465805597603321, -0.2469998300075531, -0.1276419758796692, 0.2200532853603363, -0.039493340998888016, 0.09273216873407364, -0.10931814461946487, -0.04859704151749611, -0.10033449530601501, 0.24352185428142548, 0.23095647990703583, -0.03758314251899719, -0.06550045311450958, 0.04068088158965111, 0.035117242485284805, -0.06890592724084854, 0.0831698626279831, 0.0457150898873806, 0.20591536164283752, 0.022632678970694542, -0.07282815873622894, -0.07678859680891037, -0.0546712651848793, -0.136358842253685, 0.02846529521048069, 0.10228369385004044, -0.024454865604639053, -0.0508706159889698, 0.1570996642112732, -0.1116887554526329, 0.12019988149404526, 0.09848703444004059, -0.13811716437339783, -0.13574925065040588, -0.02851003035902977, -0.002978203585371375, 0.028080912306904793, -0.0030383781995624304, -0.02103734388947487, -0.09327618777751923, -0.0893554836511612, -0.013031822629272938, -0.182138592004776, -0.1629646271467209, 0.04310665279626846, 0.12840338051319122, 0.11255598813295364, -0.012369856238365173, 0.10311111062765121, 0.0623038113117218, 0.014633126556873322, 0.052072249352931976, 0.118423230946064, 0.052443914115428925, 0.06596425175666809, -0.04541610926389694, -0.028670096769928932, -0.0033858001697808504, 0.020294491201639175, 0.023007726296782494, -0.02400115691125393, 0.0505523681640625, -0.031365763396024704, -0.0027453110087662935, -0.16862235963344574, 0.04279734939336777, -0.10622933506965637, 0.045500144362449646, 0.18830884993076324, 0.03623408451676369, 0.04554595798254013, -0.06065104529261589, 0.04478326812386513, -0.04290635138750076, -0.030245160683989525, -0.10161327570676804, -0.17338719964027405, 0.0018075489206239581, 0.0941329151391983, 0.031103523448109627, -0.31343284249305725, -0.000725624558981508, -0.02062949910759926, 0.1060764491558075, -0.006358759943395853, 0.12469740211963654, 0.05619385093450546, 0.019119571894407272, 0.035604964941740036, -0.5612640976905823, 0.054266687482595444, 0.1331123262643814, -0.05532573163509369, -0.08230061829090118 ]
08cf34f8842c8f387a404ba9e4ff821fb4a51454
# Dataset Card for "nlp.4.summarization" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.4.summarization
[ "region:us" ]
2023-02-22T09:22:48+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 53358155, "num_examples": 20000}, {"name": "validation", "num_bytes": 273883, "num_examples": 100}, {"name": "test", "num_bytes": 249614, "num_examples": 100}], "download_size": 0, "dataset_size": 53881652}}
2023-02-22T11:39:04+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.4.summarization" More Information needed
[ "# Dataset Card for \"nlp.4.summarization\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.4.summarization\"\n\nMore Information needed" ]
[ 6, 16 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.4.summarization\"\n\nMore Information needed" ]
[ -0.0840224102139473, 0.2082645744085312, -0.003287734230980277, -0.008953175507485867, 0.0856243297457695, 0.09611062705516815, -0.0011263368651270866, 0.08837903290987015, 0.06241052970290184, -0.02420024760067463, 0.10756933689117432, 0.06835559010505676, 0.02317322976887226, 0.2280300408601761, -0.036526136100292206, -0.13023526966571808, 0.04972400143742561, 0.04249385744333267, -0.06851907074451447, 0.05074964463710785, 0.007779673673212528, -0.04495517909526825, 0.08165143430233002, -0.10298896580934525, -0.1785527914762497, 0.06819870322942734, -0.02436024695634842, -0.046856265515089035, 0.01974860019981861, -0.06949429214000702, 0.10988941788673401, 0.022784193977713585, 0.021819932386279106, -0.21771836280822754, 0.004871574230492115, -0.02765752002596855, -0.0601867213845253, 0.048627693206071854, 0.0692383348941803, -0.066672682762146, 0.06233304366469383, -0.046292729675769806, 0.021217437461018562, -0.002988276071846485, -0.08880846202373505, -0.25985369086265564, -0.09611630439758301, -0.018035443499684334, 0.0313185416162014, -0.07713747769594193, 0.04705164209008217, 0.042992472648620605, -0.14130423963069916, 0.02003716118633747, -0.06454933434724808, -0.1240893304347992, 0.04288272559642792, 0.17552140355110168, -0.10527077317237854, 0.04499099776148796, 0.0010094746248796582, 0.08103805035352707, 0.11265427619218826, -0.034229669719934464, -0.04034667834639549, -0.019738350063562393, -0.12876015901565552, 0.09492464363574982, -0.04543737694621086, -0.08042443543672562, 0.42943769693374634, 0.02762305922806263, 0.0471598356962204, 0.014642283320426941, -0.0027703619562089443, -0.06148872897028923, -0.018601050600409508, 0.04946303740143776, 0.033584997057914734, 0.00012567982776090503, 0.007528273388743401, 0.02824036031961441, -0.06272634863853455, -0.09289399534463882, -0.14216017723083496, 0.03378836065530777, -0.016513530164957047, 0.15541672706604004, -0.10462873429059982, 0.001187095302157104, -0.07363928854465485, -0.013145020231604576, 0.007988184690475464, -0.11733651161193848, -0.019147764891386032, 0.00018479410209693015, -0.002124949125573039, 0.13694456219673157, 0.10261470824480057, 0.09260797500610352, 0.053338535130023956, 0.09205992519855499, -0.04910077899694443, 0.07928119599819183, 0.14611952006816864, -0.0974087044596672, -0.007971268147230148, -0.05035251006484032, -0.03111380711197853, -0.12398962676525116, 0.03172226995229721, -0.09417660534381866, -0.08213628083467484, 0.07657433301210403, -0.12271655350923538, 0.1291552484035492, -0.06379860639572144, -0.05724805220961571, -0.0658268928527832, -0.05924287065863609, 0.13388878107070923, -0.10392952710390091, 0.039907827973365784, -0.011563987471163273, -0.04253619536757469, 0.01018807664513588, -0.06049615517258644, -0.03867953270673752, 0.00911679770797491, 0.042003776878118515, -0.08978427201509476, -0.04480680450797081, -0.06131827086210251, 0.039487574249506, 0.08997271955013275, -0.04352392628788948, 0.06325376033782959, -0.10371863096952438, -0.25053688883781433, 0.06505601108074188, 0.04570883512496948, -0.05599984899163246, 0.09315350651741028, -0.012692159973084927, 0.07403068244457245, -0.02352811209857464, -0.07029800862073898, 0.1102408841252327, -0.10488402098417282, 0.022827032953500748, 0.007134052459150553, 0.08827479928731918, -0.2126789391040802, 0.05456560105085373, -0.10141073912382126, 0.0336851067841053, -0.008084727451205254, 0.04807603359222412, -0.16692158579826355, 0.03582577779889107, -0.06325031816959381, -0.06394559890031815, -0.13785816729068756, 0.0020005677361041307, -0.03632054105401039, 0.02572317235171795, -0.1754194051027298, -0.0756431370973587, 0.10266698151826859, -0.1773768961429596, -0.12473036348819733, -0.010660266503691673, -0.008998211473226547, 0.006869138218462467, 0.029945574700832367, 0.3731740117073059, 0.12305663526058197, 0.03305971994996071, -0.028698187321424484, 0.1637231707572937, -0.14761263132095337, -0.274824321269989, 0.033499713987112045, 0.021356118842959404, -0.23662787675857544, 0.09386949986219406, 0.1500590741634369, 0.009833868592977524, -0.05084195360541344, -0.07211314886808395, -0.022094108164310455, -0.08885693550109863, 0.07059763371944427, 0.005044354125857353, 0.012429928407073021, -0.0125753628090024, 0.1202598363161087, 0.061322130262851715, 0.11044494807720184, -0.0165645033121109, -0.029156479984521866, -0.0321832150220871, 0.17742130160331726, -0.11384883522987366, 0.002777721965685487, -0.144193634390831, -0.12261348217725754, -0.01062011532485485, -0.016904084011912346, 0.013098923489451408, 0.04067428410053253, 0.03998934477567673, -0.019505303353071213, -0.036779239773750305, 0.08093318343162537, 0.11796556413173676, 0.046120643615722656, 0.05867695063352585, -0.028936203569173813, -0.017815424129366875, -0.05785137787461281, 0.026459040120244026, -0.06907310336828232, -0.06811945885419846, 0.11090739071369171, 0.09596758335828781, -0.007008496206253767, -0.004852726124227047, 0.06397023797035217, 0.058381594717502594, 0.012464405968785286, -0.03731539472937584, 0.06731557846069336, -0.04123013839125633, -0.04590480029582977, -0.011870152316987514, -0.03443632647395134, 0.1907522976398468, 0.1587187647819519, -0.08196498453617096, 0.07236850261688232, -0.05403991788625717, 0.013225754722952843, -0.021809609606862068, -0.033272478729486465, 0.04650750011205673, -0.10361258685588837, -0.061845507472753525, 0.06330854445695877, -0.06440775096416473, 0.01566162519156933, 0.023644421249628067, 0.012099940329790115, -0.11638729274272919, 0.04662923142313957, 0.2032819539308548, -0.1798791140317917, 0.14001959562301636, 0.18339303135871887, 0.1016034334897995, 0.13878223299980164, -0.06279206275939941, -0.0663779154419899, 0.00863912794739008, -0.02796117216348648, -0.08055946230888367, 0.15327930450439453, -0.06892234832048416, 0.053158387541770935, 0.11655519902706146, 0.020013686269521713, 0.13815519213676453, -0.10700853168964386, -0.07024852931499481, -0.012835745699703693, -0.027416091412305832, -0.21945220232009888, 0.022715402767062187, 0.019473548978567123, 0.07453162223100662, -0.0069457245990633965, -0.025775084272027016, 0.12722910940647125, -0.005097641609609127, -0.001924086594954133, 0.10829471051692963, -0.2088955193758011, -0.3499563932418823, -0.08667128533124924, -0.07942904531955719, -0.015209516510367393, -0.001222439343109727, -0.04007157310843468, -0.12397507578134537, -0.05654161423444748, 0.03859669715166092, -0.10669191181659698, -0.204941064119339, -0.040041014552116394, 0.016113242134451866, 0.0719195008277893, -0.03930208459496498, -0.11170506477355957, 0.02463928610086441, -0.047775737941265106, 0.07560772448778152, 0.11690744757652283, -0.10505442321300507, 0.10856390744447708, 0.16010314226150513, -0.029864469543099403, 0.07579323649406433, -0.03078082948923111, -0.004311905242502689, -0.04561328515410423, -0.10219168663024902, 0.08119688928127289, -0.005811144132167101, -0.0038566039875149727, 0.02911185845732689, 0.06802508234977722, -0.15831688046455383, -0.024902822449803352, -0.024984123185276985, -0.1980995386838913, -0.22594097256660461, -0.2140231430530548, -0.09211171418428421, 0.16021569073200226, 0.08905227482318878, 0.06200888007879257, -0.0580829381942749, 0.06664916127920151, 0.11707239598035812, -0.018123624846339226, -0.1277671456336975, -0.034535132348537445, 0.13727471232414246, -0.06288214027881622, 0.020110338926315308, -0.1488676369190216, -0.017389122396707535, 0.14720672369003296, 0.14823338389396667, 0.27692702412605286, 0.10110761225223541, 0.03432639688253403, 0.04771339148283005, 0.14956140518188477, 0.13801473379135132, 0.12891586124897003, 0.08272690325975418, -0.0038086932618170977, 0.007715941406786442, 0.009122942574322224, -0.10997568070888519, 0.008894742466509342, 0.12393701821565628, -0.14530672132968903, -0.0009586705127730966, -0.10118481516838074, 0.02797185443341732, -0.1824369579553604, 0.08563710004091263, -0.23433391749858856, 0.09123992174863815, 0.038162946701049805, 0.12459505349397659, -0.08373003453016281, 0.12268263846635818, 0.07440602034330368, -0.013484464026987553, 0.16456276178359985, 0.015993861481547356, 0.0561981163918972, -0.09273850917816162, -0.04718527942895889, -0.029411394149065018, -0.04235327988862991, 0.0327155701816082, 0.16440878808498383, -0.013336705043911934, 0.18868423998355865, 0.01589168980717659, -0.080048568546772, -0.07730968296527863, -0.06269119679927826, -0.05474601313471794, 0.046474482864141464, 0.11663401871919632, 0.04311487823724747, -0.34456580877304077, -0.1725277602672577, -0.09875884652137756, 0.033757284283638, 0.0998934954404831, 0.07126254588365555, -0.1383306384086609, 0.05518057569861412, 0.006439667660742998, -0.056007109582424164, -0.21720483899116516, -0.02948633022606373, -0.1723785698413849, 0.012259685434401035, 0.07981384545564651, -0.13199272751808167, 0.01252656988799572, 0.004883079789578915, -0.0040681627579033375, 0.19016025960445404, 0.11866530776023865, -0.061236217617988586, -0.12372919917106628, -0.006715615279972553, 0.19533509016036987, 0.03834323212504387, 0.019870799034833908, 0.037394363433122635, 0.025268644094467163, 0.005466601811349392, -0.24510860443115234, 0.048621755093336105, -0.049163129180669785, 0.10853683203458786, -0.05004863068461418, 0.1740538775920868, -0.0682605504989624, 0.015289477072656155, -0.0032620432320982218, 0.01859748549759388, -0.01746433600783348, -0.11985593289136887, 0.10527443885803223, -0.026762567460536957, 0.07527866959571838, 0.22797417640686035, 0.00963602028787136, 0.12441519647836685, 0.13441798090934753, -0.008505024947226048, 0.1737629473209381, 0.04517534002661705, -0.06237880140542984, 0.21609947085380554, 0.08606178313493729, -0.06024733930826187, -0.2712888717651367, -0.022686481475830078, -0.13708654046058655, -0.06615375727415085, 0.016590120270848274, -0.21763268113136292, 0.16547870635986328, 0.1595165878534317, -0.0111852390691638, 0.2796160876750946, -0.09585236012935638, -0.019212007522583008, 0.14659945666790009, 0.016208747401833534, 0.2745814621448517, -0.0488760843873024, -0.08736947178840637, -0.09775306284427643, -0.07822925597429276, 0.2562418282032013, -0.13841524720191956, 0.037849463522434235, -0.03893517702817917, 0.10485491156578064, -0.014184659346938133, -0.03151256591081619, 0.1781253218650818, 0.08115322887897491, 0.061236705631017685, -0.025672201067209244, -0.009870774112641811, 0.06828682124614716, -0.026956113055348396, 0.05460181459784508, 0.008713407441973686, 0.019331756979227066, -0.14806033670902252, -0.007194484584033489, 0.03930946812033653, 0.01019209623336792, 0.05991546809673309, -0.03891175985336304, -0.06963666528463364, 0.005060275085270405, -0.07636988162994385, -0.012492706999182701, 0.13211402297019958, 0.038398806005716324, 0.025749297812581062, 0.11797749251127243, 0.02944176271557808, -0.1560184359550476, -0.016538916155695915, -0.07188104093074799, -0.09651874750852585, 0.06552305072546005, -0.25132015347480774, 0.049658115953207016, 0.1261952817440033, 0.02229098603129387, 0.007618139497935772, 0.06831640750169754, 0.04270400479435921, -0.035286955535411835, 0.19963954389095306, -0.08486206829547882, -0.062485940754413605, 0.0461171492934227, -0.12715394794940948, 0.03699403256177902, 0.0352785550057888, 0.03763600438833237, 0.041095100343227386, 0.011517912149429321, -0.004383220337331295, 0.061943575739860535, -0.07472074776887894, 0.11055449396371841, 0.0893310010433197, 0.03293808922171593, -0.20151273906230927, 0.20498228073120117, 0.017941562458872795, -0.10368948429822922, -0.01883029378950596, -0.08210456371307373, -0.12494909018278122, -0.08945560455322266, -0.10902410000562668, 0.161785289645195, 0.02052292227745056, -0.17153647541999817, 0.045621033757925034, -0.11487419903278351, 0.05917556583881378, -0.01923537254333496, 0.0530070923268795, 0.08074351400136948, -0.015913374722003937, -0.05728817358613014, -0.05104060471057892, -0.048229243606328964, -0.0401168093085289, 0.03751819208264351, -0.09870694577693939, -0.12577782571315765, -0.008542642928659916, 0.1636194884777069, -0.07752707600593567, -0.07966641336679459, -0.07707883417606354, 0.08715657144784927, -0.13396356999874115, 0.03416305407881737, -0.046847619116306305, 0.02560601942241192, 0.01650751382112503, 0.0705317035317421, -0.07826989144086838, -0.02275870181620121, -0.11619647592306137, 0.0962962955236435, 0.03153040632605553, 0.02556668594479561, -0.04895567148923874, 0.0009303557453677058, 0.0763806477189064, 0.028795192018151283, 0.06583373993635178, 0.10124969482421875, 0.02496245503425598, 0.14172062277793884, -0.044866129755973816, -0.13976071774959564, 0.13687807321548462, 0.09928900748491287, 0.052533213049173355, 0.005293712019920349, 0.004127634689211845, 0.11969975382089615, -0.08274384588003159, 0.06326316297054291, -0.10202957689762115, -0.10947822779417038, -0.023664098232984543, -0.17946217954158783, -0.09883833676576614, 0.01980692893266678, -0.05772486701607704, 0.10879720002412796, 0.07822568714618683, -0.003268288215622306, 0.05816798657178879, -0.026908110827207565, -0.02534465119242668, -0.058856718242168427, -0.024955520406365395, -0.14653165638446808, 0.010015950538218021, 0.051738057285547256, 0.03599252551794052, -0.03731577470898628, 0.5222763419151306, -0.012565713375806808, -0.16878654062747955, -0.05593734607100487, 0.09293374419212341, -0.023376060649752617, 0.00641104020178318, 0.30733567476272583, 0.10627973079681396, -0.013246596790850163, 0.005449541378766298, 0.06956355273723602, 0.02707645110785961, 0.08299147337675095, 0.10205589979887009, 0.05602322146296501, 0.0005454776110127568, -0.02376238815486431, 0.024973304942250252, -0.09111607819795609, 0.01790519431233406, 0.09155240654945374, 0.0026246176566928625, 0.06984371691942215, 0.07918144017457962, -0.1046157255768776, -0.032134462147951126, -0.04962555319070816, 0.04186728224158287, 0.00931699201464653, -0.0817347913980484, -0.11385829001665115, -0.09974878281354904, -0.04449625685811043, -0.1680494099855423, 0.04363598674535751, -0.07888401299715042, -0.05686888471245766, 0.23097394406795502, 0.05833691731095314, 0.021950187161564827, 0.027588410302996635, -0.10550142079591751, 0.07755037397146225, -0.010103624314069748, -0.007949920371174812, -0.08623205870389938, -0.01457231119275093, -0.05998772755265236, 0.01827177405357361, -0.04139618203043938, -0.01950536109507084, -0.007288861554116011, 0.04789608344435692, 0.060905031859874725, -0.09006084501743317, 0.014444270171225071, -0.08984620869159698, 0.05561285838484764, -0.07294651120901108, 0.018200069665908813, 0.01991763524711132, -0.019881973043084145, 0.038992688059806824, 0.08580457419157028, 0.00325118750333786, 0.042337317019701004, -0.02994910627603531, 0.11389152705669403, -0.034095682203769684, 0.07260282337665558, 0.04344591870903969, -0.037727415561676025, -0.05454621464014053, 0.18237540125846863, 0.3156690001487732, 0.018257053568959236, -0.02550860121846199, 0.011193335056304932, 0.03858283534646034, 0.048264723271131516, 0.1643143743276596, 0.023141751065850258, 0.11159177869558334, -0.010584533214569092, -0.16227465867996216, -0.02540655806660652, -0.025837378576397896, -0.024150846526026726, 0.035776250064373016, 0.08261716365814209, -0.087728351354599, -0.11094263941049576, 0.11311842501163483, -0.2085004448890686, 0.1339506208896637, 0.13947755098342896, -0.09037197381258011, -0.10358790308237076, -0.03347020596265793, 0.06273812055587769, -0.01065088715404272, -0.02621481567621231, -0.11077885329723358, -0.03769433870911598, -0.014903129078447819, -0.0007065419922582805, -0.3617786169052124, -0.16540582478046417, 0.005706483498215675, 0.09849010407924652, 0.10514461249113083, -0.023719247430562973, 0.11346221715211868, 0.00039874418871477246, 0.059778325259685516, -0.06378623843193054, 0.05659281834959984, -0.012755369767546654, 0.020716844126582146, -0.0015397125389426947, 0.012102900072932243, -0.07495177537202835, 0.020099235698580742, 0.03602682054042816, -0.0012473807437345386, -0.07769282162189484, 0.10543242841959, 0.0057792216539382935, -0.002463400363922119, -0.059326596558094025, -0.08975998312234879, 0.11656606942415237, 0.04896694794297218, -0.00837219413369894, -0.00731646828353405, -0.022034727036952972, 0.1194445937871933, -0.011036381125450134, -0.07232891768217087, -0.007927892729640007, -0.0005407218704931438, -0.13499543070793152, 0.09057046473026276, -0.02477170340716839, -0.10482510924339294, 0.06958673894405365, -0.06870698928833008, 0.033909596502780914, -0.01204425748437643, 0.10656864941120148, 0.08709569275379181, 0.04087551310658455, -0.06396256387233734, -0.03222648426890373, 0.08391254395246506, -0.0285976342856884, -0.029840098693966866, -0.048911359161138535 ]
f18290546dc92d362ae1ab2e3d6913c52c2a6e63
# Dataset Card for "nlp.5.classification" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.5.classification
[ "region:us" ]
2023-02-22T09:40:10+00:00
{"dataset_info": {"features": [{"name": "label", "dtype": {"class_label": {"names": {"0": "unacceptable", "1": "acceptable"}}}}, {"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}], "splits": [{"name": "train", "num_bytes": 621111, "num_examples": 8551}, {"name": "validation", "num_bytes": 77558, "num_examples": 1043}, {"name": "test", "num_bytes": 78463, "num_examples": 1063}], "download_size": 0, "dataset_size": 777132}}
2023-02-22T11:25:27+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.5.classification" More Information needed
[ "# Dataset Card for \"nlp.5.classification\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.5.classification\"\n\nMore Information needed" ]
[ 6, 15 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.5.classification\"\n\nMore Information needed" ]
[ -0.08540275692939758, 0.2925091087818146, -0.004068112000823021, 0.021896328777074814, 0.101341612637043, 0.10180709511041641, 0.014370732009410858, 0.08815046399831772, 0.13457374274730682, -0.03827366977930069, 0.12007161229848862, 0.08734330534934998, 0.03632890060544014, 0.20729979872703552, -0.07362930476665497, -0.08504793047904968, 0.05981890857219696, 0.03274144232273102, -0.04475926235318184, 0.061118725687265396, -0.01457598339766264, -0.05434858798980713, 0.07116930186748505, -0.08368680626153946, -0.19357837736606598, 0.0635390356183052, 0.011403817683458328, -0.05866494029760361, -0.004755689296871424, -0.07408299297094345, 0.15372484922409058, 0.01098689530044794, 0.030568718910217285, -0.24097755551338196, -0.002584516303613782, 0.005373782012611628, -0.08204471319913864, 0.05293932929635048, 0.0635693371295929, -0.1154944971203804, -0.03444330766797066, -0.05791139602661133, 0.0458914153277874, 0.0018116727005690336, -0.10619082301855087, -0.2785737216472626, -0.06553924083709717, 0.04594980552792549, 0.04869958013296127, -0.08386439085006714, 0.08019202947616577, 0.05355697497725487, -0.1984458863735199, 0.02845096029341221, 0.014589507132768631, -0.12748055160045624, 0.043283116072416306, 0.2108120173215866, -0.12886710464954376, 0.06364437192678452, -0.004933564458042383, 0.06367547065019608, 0.12799297273159027, -0.06801098585128784, -0.03141830116510391, -0.013558425940573215, -0.09556392580270767, 0.07977908849716187, -0.057146672159433365, -0.08960642665624619, 0.3384796380996704, 0.02187296934425831, 0.055091433227062225, 0.026126118376851082, 0.042719438672065735, -0.1322077363729477, 0.02212674543261528, 0.04487593472003937, 0.024219417944550514, -0.0036667692475020885, 0.09734216332435608, 0.04552386701107025, -0.05636659637093544, -0.12842778861522675, -0.08773723244667053, 0.0737348347902298, -0.019765803590416908, 0.1401369273662567, -0.15117880702018738, 0.006467097904533148, -0.06786493957042694, 0.03122786059975624, -0.013096077367663383, -0.12355316430330276, -0.0008477407973259687, -0.02718222141265869, -0.0036030036862939596, 0.18094278872013092, 0.09891776740550995, 0.07865714281797409, 0.061133261770009995, 0.07763957977294922, -0.10508497059345245, 0.08954042196273804, 0.12663446366786957, -0.08901330828666687, 0.059682831168174744, 0.008831460028886795, -0.022535555064678192, -0.1261736899614334, -0.017565768212080002, -0.0913519486784935, -0.10569292306900024, 0.008269049227237701, -0.0403444766998291, 0.15571564435958862, -0.07862487435340881, -0.07509439438581467, -0.060686808079481125, -0.062314487993717194, 0.13380256295204163, -0.09530764818191528, 0.06924572587013245, 0.053632400929927826, -0.0663195326924324, -0.043141573667526245, -0.07526601105928421, -0.05189725384116173, 0.005671520717442036, 0.04204131290316582, -0.08039620518684387, -0.011252634227275848, -0.0572318471968174, 0.021274786442518234, 0.08824987709522247, -0.16308841109275818, 0.0657491683959961, -0.07453817874193192, -0.24616865813732147, 0.0588882640004158, 0.028610343113541603, -0.02340872958302498, 0.10642967373132706, -0.03143337741494179, 0.07267335802316666, -0.02863866277039051, -0.07392270863056183, 0.03915300965309143, -0.07992230355739594, 0.029336996376514435, -0.015838636085391045, 0.06881877034902573, -0.18615169823169708, 0.055503834038972855, -0.08175459504127502, 0.024225525557994843, -0.005007722415030003, 0.02400433085858822, -0.17211316525936127, 0.032630741596221924, -0.08781751990318298, -0.09557149559259415, -0.05456846207380295, -0.009837347082793713, -0.09579816460609436, 0.02102704346179962, -0.12150722742080688, -0.06951083987951279, 0.11303572356700897, -0.16452552378177643, -0.07864176481962204, -0.04087125137448311, -0.01944294385612011, -0.06025407835841179, 0.04326756298542023, 0.35027453303337097, 0.22712743282318115, 0.04526509344577789, -0.018069729208946228, 0.1341075599193573, -0.13876211643218994, -0.32447710633277893, 0.04619903489947319, 0.016984185203909874, -0.29456955194473267, 0.0708945095539093, 0.02696520835161209, 0.0002570312353782356, -0.03275464475154877, -0.07946570217609406, -0.024415627121925354, -0.10323765128850937, 0.1349710375070572, 0.024464914575219154, 0.03572538495063782, 0.0020950674079358578, 0.14482063055038452, 0.08256728947162628, 0.07674198597669601, 0.008272250182926655, -0.037227001041173935, -0.042952604591846466, 0.1454618275165558, -0.08785828948020935, -0.033290836960077286, -0.15189619362354279, -0.07311424612998962, 0.006678506266325712, -0.09302689880132675, 0.03149236738681793, 0.016735197976231575, 0.0346827395260334, -0.043941084295511246, -0.0025376088451594114, 0.05441904440522194, 0.07942938804626465, 0.033710919320583344, 0.05625942349433899, -0.05106547474861145, -0.02803955227136612, -0.062301892787218094, -0.034142013639211655, -0.12535859644412994, -0.039406005293130875, 0.0927976593375206, 0.05728505924344063, 0.02704331837594509, 0.0066851656883955, 0.049571290612220764, 0.07267813384532928, 0.016315173357725143, -0.030320515856146812, 0.060598913580179214, -0.07282957434654236, -0.015172319486737251, -0.09148218482732773, -0.005762019194662571, 0.18872743844985962, 0.1116185188293457, -0.04347575083374977, 0.05718677490949631, -0.08604997396469116, 0.021035952493548393, 0.025050168856978416, -0.055698882788419724, 0.1144673153758049, -0.09477230906486511, -0.07202105224132538, 0.05734005570411682, -0.07258493453264236, 0.0033138988073915243, 0.03368010371923447, 0.010763324797153473, -0.1370687633752823, 0.07664678990840912, 0.21520446240901947, -0.1759704351425171, 0.15432889759540558, 0.2107354700565338, 0.058184556663036346, 0.14194636046886444, -0.042807456105947495, -0.04686623066663742, 0.002978278324007988, -0.0035708011128008366, -0.06618267297744751, 0.11776711791753769, -0.05854165926575661, 0.029835820198059082, 0.08628231287002563, 0.037879541516304016, 0.1029534786939621, -0.12157044559717178, -0.09590856730937958, -0.02234492264688015, -0.028063714504241943, -0.19192789494991302, -0.0029945611022412777, 0.03584187477827072, 0.077593132853508, 0.010360205546021461, -0.06339287757873535, 0.13176584243774414, -0.011399906128644943, -0.01898716203868389, 0.12634392082691193, -0.1994907706975937, -0.3487226963043213, -0.05452911555767059, -0.09712968021631241, -0.029178408905863762, -0.002994957845658064, -0.05415728688240051, -0.1661234050989151, -0.028790675103664398, 0.04533134028315544, -0.10371675342321396, -0.23518534004688263, -0.004189516883343458, 0.01872122846543789, 0.10070697963237762, -0.05148620530962944, -0.08680901676416397, 0.030058713629841805, -0.03895202651619911, 0.06954623013734818, 0.09809739887714386, -0.07776492089033127, 0.0544317401945591, 0.191930890083313, -0.038779906928539276, 0.09665164351463318, -0.04577530920505524, 0.022316044196486473, -0.04317142069339752, -0.09630566835403442, 0.07568617165088654, -0.030977124348282814, -0.020328300073742867, 0.05387280136346817, 0.07550955563783646, -0.13914385437965393, -0.03641943261027336, -0.034909848123788834, -0.1695568710565567, -0.25169339776039124, -0.20222161710262299, -0.06257924437522888, 0.16404478251934052, 0.1441212296485901, 0.07294389605522156, 0.0490252748131752, 0.04101104661822319, 0.1467846930027008, 0.012493615970015526, -0.12006115168333054, -0.030156239867210388, 0.09252402931451797, -0.005564777180552483, -0.01168067380785942, -0.14704608917236328, -0.006948406808078289, 0.10403016954660416, 0.17580337822437286, 0.2850278913974762, 0.14218485355377197, -0.024853385984897614, 0.024658381938934326, 0.15441621840000153, 0.169008269906044, 0.09331614524126053, 0.09300033748149872, -0.003108689794316888, 0.039275117218494415, 0.005642869509756565, -0.05957140028476715, -0.00721747986972332, 0.13904409110546112, -0.12270767986774445, -0.012259466573596, -0.1934870481491089, -0.005301889032125473, -0.19936153292655945, 0.12015371024608612, -0.184336319565773, 0.10844696313142776, 0.038013242185115814, 0.12906181812286377, -0.10451439768075943, 0.1332811415195465, 0.009825275279581547, -0.03061847761273384, 0.15561403334140778, -0.002729233121499419, 0.06516692042350769, -0.11300622671842575, -0.06288209557533264, -0.05204731971025467, -0.06741594523191452, 0.02238762378692627, 0.16147871315479279, -0.09276152402162552, 0.22515138983726501, 0.053552065044641495, -0.06417962908744812, -0.09801819920539856, -0.09269656240940094, -0.062278032302856445, 0.10785865783691406, 0.16682830452919006, 0.038855403661727905, -0.2791803479194641, -0.23001529276371002, -0.10101671516895294, -0.00952055398374796, 0.12288491427898407, 0.031891290098428726, -0.15456560254096985, 0.0584401972591877, 0.021359296515583992, -0.054051436483860016, -0.20783451199531555, -0.08702120184898376, -0.11405399441719055, -0.009092340245842934, 0.10780248790979385, -0.14243116974830627, 0.036000218242406845, 0.0034136550966650248, -0.06563512980937958, 0.12809237837791443, -0.08666198700666428, -0.027524931356310844, -0.09928057342767715, -0.010403752326965332, 0.1197272390127182, 0.0174245722591877, 0.008828217163681984, 0.006316986866295338, 0.026262635365128517, -0.0036963510792702436, -0.2631271183490753, 0.041151903569698334, -0.04465043544769287, 0.07188297063112259, -0.045900050550699234, 0.15829868614673615, -0.014959773980081081, 0.027973465621471405, 0.014714529737830162, -0.0008531552739441395, 0.018713103607296944, -0.11027005314826965, 0.14453256130218506, 0.012271699495613575, 0.04409244656562805, 0.24694904685020447, 0.009309608489274979, 0.0060163624584674835, 0.09661319851875305, 0.021987082436680794, 0.1993492841720581, 0.10286786407232285, -0.08660688251256943, 0.2346605360507965, 0.07441346347332001, -0.08186950534582138, -0.2271742969751358, 0.07622148841619492, -0.13481009006500244, -0.09324607998132706, -0.005383086856454611, -0.2727357745170593, 0.16277335584163666, 0.16167129576206207, -0.034314025193452835, 0.28566986322402954, -0.1308518350124359, 0.0030137812718749046, 0.18135438859462738, 0.013739131391048431, 0.29900646209716797, -0.038622595369815826, -0.10504143685102463, -0.07568774372339249, -0.053055621683597565, 0.34032192826271057, -0.1163908839225769, 0.013829657807946205, -0.060416966676712036, 0.013919925317168236, -0.004273632541298866, -0.023688487708568573, 0.1590113490819931, 0.06896743178367615, 0.12517999112606049, -0.020262744277715683, -0.08193206787109375, 0.019412482157349586, -0.053462352603673935, 0.048851266503334045, 0.008937394246459007, 0.00237942929379642, -0.17880234122276306, -0.012644457630813122, 0.02416701801121235, 0.05500296130776405, 0.054577965289354324, -0.054765041917562485, -0.10419640690088272, 0.028722122311592102, -0.07905595004558563, 0.0016185736749321222, 0.20596274733543396, 0.04081372916698456, 0.09459161758422852, 0.09270486235618591, 0.04602985456585884, -0.02438935451209545, 0.033847447484731674, -0.08673041313886642, -0.10232216864824295, 0.0961449146270752, -0.26965251564979553, 0.03542127087712288, 0.12523141503334045, 0.025287074968218803, 0.0530698299407959, 0.07485632598400116, 0.04568939283490181, -0.06406198441982269, 0.18584194779396057, -0.08090078085660934, -0.04071817919611931, 0.0472593680024147, -0.11430194228887558, 0.0407005213201046, 0.104354627430439, 0.018297232687473297, -0.0003330874314997345, -0.00655209319666028, -0.01913001947104931, 0.051938749849796295, -0.05005297809839249, 0.06471004337072372, 0.1527961939573288, 0.04035556688904762, -0.19483846426010132, 0.2210407257080078, 0.05357727035880089, -0.04097307100892067, -0.005327025428414345, -0.07891594618558884, -0.097283735871315, -0.08698774129152298, -0.044638458639383316, 0.20364394783973694, 0.010599557310342789, -0.1692650020122528, 0.0556911863386631, -0.07014105468988419, 0.070466049015522, 0.12098955363035202, 0.0519343838095665, 0.06891178339719772, 0.007019002456218004, -0.05383389815688133, -0.028705596923828125, -0.0645260363817215, -0.15260735154151917, 0.016584543511271477, -0.14931359887123108, -0.05927327275276184, 0.007739392574876547, 0.14104604721069336, -0.05516036972403526, -0.10087320953607559, -0.11953570693731308, 0.10527105629444122, -0.04101269319653511, 0.047733601182699203, -0.03074771724641323, 0.0644230768084526, 0.015474965795874596, 0.06085033342242241, -0.0659613236784935, -0.010801616124808788, -0.13815364241600037, 0.10849431902170181, 0.032699283212423325, 0.049109820276498795, -0.0799313560128212, -0.008436310105025768, 0.05418482795357704, 0.05563148856163025, 0.06254804134368896, 0.03843390569090843, 0.004067027010023594, 0.1500777006149292, -0.1198292151093483, -0.07266981154680252, 0.12997591495513916, 0.0705660954117775, 0.054698292165994644, 0.004102098289877176, 0.02044413983821869, 0.09618427604436874, -0.0774601623415947, 0.1073828861117363, -0.11055991053581238, -0.10467842221260071, -0.02476830966770649, -0.17780891060829163, -0.10477179288864136, 0.020879041403532028, -0.03321154788136482, 0.15509018301963806, 0.026059024035930634, -0.001161277643404901, 0.08579952269792557, -0.008600148372352123, -0.006149688269942999, -0.07539670169353485, -0.016563374549150467, -0.12207578867673874, -0.05443751439452171, 0.09014309197664261, 0.021284179762005806, -0.037302225828170776, 0.5026386380195618, 0.014271714724600315, -0.17526714503765106, -0.059828996658325195, 0.10158424079418182, -0.09856230020523071, 0.023680882528424263, 0.27067339420318604, 0.09724487364292145, -0.034382935613393784, 0.06439080834388733, 0.05286117643117905, -0.002944655017927289, 0.12203434854745865, 0.1715567260980606, 0.06817150861024857, -0.05248761177062988, -0.03321557119488716, 0.017738737165927887, -0.09212929010391235, 0.01158844493329525, 0.10632694512605667, 0.014553798362612724, 0.0873163640499115, 0.08040488511323929, -0.07962920516729355, -0.020452184602618217, -0.045725561678409576, 0.04329412803053856, 0.010037676431238651, -0.07287953048944473, -0.1606132537126541, -0.16302144527435303, -0.03882589191198349, -0.16211920976638794, 0.05258418247103691, -0.0723261907696724, -0.0420471616089344, 0.16383060812950134, 0.061709221452474594, 0.02222919464111328, -0.01640123315155506, -0.07324737310409546, 0.1140231043100357, 0.05826510488986969, -0.02258184365928173, -0.07313373684883118, -0.05493706837296486, -0.04093993082642555, 0.03406909108161926, -0.11406790465116501, -0.01860959082841873, -0.022776536643505096, 0.03220042213797569, 0.04406510666012764, -0.11839799582958221, 0.0014202505117282271, -0.03871878981590271, 0.04565569385886192, -0.07992219179868698, 0.10319097340106964, 0.017192203551530838, -0.030497651547193527, 0.03279048949480057, 0.08301427960395813, 0.01263075228780508, 0.10974668711423874, -0.020390799269080162, 0.1139587014913559, 0.003046497004106641, 0.08143258094787598, 0.024333452805876732, -0.038194216787815094, -0.034065958112478256, 0.1345939040184021, 0.2177485227584839, 0.0690883919596672, 0.007960740476846695, -0.0014815977774560452, 0.034174565225839615, 0.07675421983003616, 0.18621136248111725, -0.00011028170411009341, 0.08058524876832962, 0.0061844815500080585, -0.1526842564344406, 0.0009992645354941487, -0.027929997071623802, -0.016013137996196747, 0.023006152361631393, 0.08295363187789917, -0.095956951379776, -0.14347854256629944, 0.1371483951807022, -0.2474183440208435, 0.23097720742225647, 0.17205668985843658, -0.07826676219701767, -0.12943808734416962, -0.04448699951171875, 0.06629234552383423, -0.04007621854543686, -0.05500495061278343, -0.09309662878513336, -0.0600179061293602, -0.10245531052350998, -0.006645437330007553, -0.3446063995361328, -0.24395328760147095, -0.005704935640096664, 0.18936538696289062, 0.11973066627979279, 0.023296449333429337, 0.14081887900829315, -0.016074009239673615, 0.03326903656125069, -0.07496725767850876, 0.04397979751229286, -0.014551428146660328, 0.06199599429965019, -0.03134553134441376, 0.03460237383842468, -0.05978657677769661, 0.02210295759141445, 0.06646821647882462, 0.0477924644947052, -0.06463201344013214, 0.07721014320850372, -0.00821702554821968, -0.05562424659729004, -0.02167358808219433, -0.08431016653776169, 0.08020789921283722, 0.03355368599295616, -0.012051362544298172, -0.05385839566588402, -0.03916938975453377, 0.10011979937553406, -0.026723435148596764, -0.06451650708913803, -0.040133971720933914, 0.04248601943254471, -0.08239583671092987, 0.09740471094846725, 0.018741494044661522, -0.048947930335998535, 0.07771637290716171, -0.0855434387922287, 0.006073486991226673, -0.03699629008769989, 0.0703357383608818, 0.0880955383181572, 0.06200726330280304, -0.05389527231454849, -0.091077521443367, 0.08076231181621552, -0.03295096009969711, -0.03020126186311245, -0.053752001374959946 ]
265d3e9b31616e70504ff1aa9c7a3e9020e6c73e
# Dataset Card for "nlp.7.translation" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.7.translation
[ "region:us" ]
2023-02-22T10:02:01+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 8389390, "num_examples": 20000}, {"name": "validation", "num_bytes": 84758, "num_examples": 200}, {"name": "test", "num_bytes": 84885, "num_examples": 200}], "download_size": 0, "dataset_size": 8559033}}
2023-02-22T12:04:31+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.7.translation" More Information needed
[ "# Dataset Card for \"nlp.7.translation\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.7.translation\"\n\nMore Information needed" ]
[ 6, 15 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.7.translation\"\n\nMore Information needed" ]
[ -0.06254225969314575, 0.1468246877193451, -0.0023868402931839228, 0.0062465788796544075, 0.03686672821640968, 0.0989110916852951, 0.035102833062410355, 0.08923660218715668, 0.1146814152598381, -0.04842863231897354, 0.10599952936172485, 0.09025157243013382, 0.07766678184270859, 0.14478756487369537, 0.01872158609330654, -0.15586578845977783, 0.05617843568325043, 0.0285662692040205, -0.0033905161544680595, 0.039766576141119, -0.018656563013792038, -0.009401226416230202, 0.07162684202194214, -0.08160717785358429, -0.11135942488908768, 0.07442019134759903, -0.022097649052739143, -0.051302097737789154, 0.02919827029109001, -0.02725205197930336, 0.12425420433282852, 0.011590237729251385, 0.022995606064796448, -0.23777411878108978, -0.01504933089017868, -0.012552499771118164, -0.07341891527175903, 0.02893177792429924, 0.03682877495884895, -0.054367199540138245, 0.02554105594754219, 0.0040586781688034534, -0.015551868826150894, -0.01248904224485159, -0.10042864084243774, -0.26131346821784973, -0.1163584291934967, -0.029756946489214897, 0.00236686272546649, -0.01774423196911812, 0.07750460505485535, 0.10267863422632217, -0.13324858248233795, 0.06483735889196396, 0.0230229664593935, -0.21650005877017975, 0.0574442483484745, 0.16893795132637024, -0.027993492782115936, 0.13685370981693268, 0.019845936447381973, 0.07563348859548569, 0.09634120762348175, -0.057675912976264954, -0.15108059346675873, -0.05704319104552269, -0.1110483929514885, 0.05572732537984848, -0.048738159239292145, -0.08489512652158737, 0.31239601969718933, -0.011362932622432709, 0.035761021077632904, 0.02910464257001877, 0.007084686774760485, -0.09526161104440689, -0.009111005812883377, 0.034808576107025146, 0.023753883317112923, 0.023735754191875458, 0.052215173840522766, -0.05565866082906723, -0.06524643301963806, -0.11969709396362305, -0.1801326870918274, 0.012788019143044949, -0.006495906040072441, 0.1559147983789444, -0.09631723165512085, 0.003077429486438632, -0.089764803647995, 0.00215770211070776, -0.049989040940999985, -0.10991519689559937, 0.07318085432052612, 0.03998676687479019, 0.01975955441594124, 0.11009086668491364, 0.07129877060651779, 0.024854324758052826, 0.029769713059067726, 0.10235875844955444, -0.15692846477031708, 0.10585042834281921, 0.04638506472110748, -0.016962533816695213, 0.02674923650920391, -0.01896558329463005, -0.023550448939204216, -0.15208634734153748, 0.034550368785858154, -0.0680091455578804, -0.16944584250450134, -0.010104501619935036, -0.1405339390039444, 0.16444411873817444, -0.06750164180994034, -0.08773409575223923, -0.013767761178314686, -0.032337065786123276, 0.2346765100955963, -0.07053451985120773, 0.06974872201681137, -0.011220443993806839, -0.07957208901643753, 0.03932055085897446, -0.04897008836269379, -0.04336969554424286, -0.0030538260471075773, -0.048422086983919144, -0.06097976863384247, 0.012941820546984673, -0.07709454745054245, -0.006535972468554974, 0.11174900829792023, -0.06635510176420212, 0.048456791788339615, -0.09015233814716339, -0.28197044134140015, 0.06878473609685898, 0.009188268333673477, -0.056905195116996765, 0.17955680191516876, -0.05096893385052681, 0.10182018578052521, -0.007036398630589247, -0.09745710343122482, 0.039094485342502594, -0.0787767842411995, 0.04822304844856262, 0.007197935599833727, 0.12206044793128967, -0.2594790756702423, 0.032836250960826874, -0.1307186484336853, 0.015319501049816608, -0.07166606187820435, 0.07717819511890411, -0.19487373530864716, -0.004872218240052462, -0.07585658133029938, -0.07122883200645447, -0.13839201629161835, 0.029102033004164696, -0.026630224660038948, 0.0028239095117896795, -0.18120065331459045, -0.05628501996397972, 0.17646244168281555, -0.15158218145370483, -0.09953206777572632, -0.004173583816736937, -0.013592664152383804, -0.0038624159060418606, 0.0033491074573248625, 0.423516184091568, 0.12668396532535553, 0.02276351861655712, 0.02403848245739937, 0.15727929770946503, -0.12998640537261963, -0.2984124422073364, 0.017135003581643105, -0.03397250548005104, -0.15973180532455444, 0.07146093994379044, 0.10721525549888611, 0.05140289291739464, -0.0231636855751276, -0.045025534927845, 0.008347167633473873, -0.09327026456594467, 0.08062198758125305, 0.03897504881024361, 0.04138419032096863, -0.03491859510540962, 0.13685660064220428, 0.0861428752541542, 0.05212852358818054, -0.02934296615421772, 0.00750172371044755, -0.0041693453676998615, 0.13407763838768005, -0.07421698421239853, -0.0007605397840961814, -0.08913354575634003, -0.0897185206413269, 0.009427699260413647, 0.007423132658004761, 0.04842987656593323, 0.021757720038294792, 0.06569722294807434, -0.042718756943941116, -0.02569497562944889, 0.060556601732969284, 0.12856926023960114, 0.041326314210891724, 0.0481112003326416, 0.029171861708164215, 0.008556795306503773, -0.039740052074193954, -0.057831987738609314, -0.09856355935335159, -0.07267768681049347, 0.011879014782607555, 0.08095917850732803, -0.018001047894358635, 0.02966579608619213, -0.0027469992637634277, 0.06839396804571152, 0.013278965838253498, -0.04272124916315079, 0.05401147902011871, -0.0973363146185875, -0.028454162180423737, 0.098927803337574, -0.05267014354467392, 0.16347883641719818, 0.16704650223255157, -0.05971050262451172, 0.06667008250951767, -0.12140436470508575, 0.0670492947101593, -0.009749065153300762, 0.004981905687600374, 0.05127319321036339, -0.09174350649118423, -0.06108884885907173, 0.05206945538520813, -0.10342448949813843, 0.07050406187772751, 0.020182296633720398, -0.04477638378739357, -0.13149689137935638, 0.07901620119810104, 0.12518221139907837, -0.24551266431808472, 0.15454722940921783, 0.22090156376361847, 0.08522426337003708, 0.2227333039045334, -0.039070576429367065, -0.047305963933467865, 0.03504404425621033, 0.005017018411308527, -0.06761371344327927, 0.11432530730962753, -0.03774462640285492, 0.015982870012521744, 0.1000416949391365, 0.08770854771137238, 0.12913480401039124, -0.13141602277755737, -0.11287395656108856, -0.03673911467194557, -0.05844984948635101, -0.18087096512317657, 0.02938433736562729, 0.00479976087808609, 0.04383973032236099, -0.030725745484232903, -0.04762895032763481, 0.1405186504125595, -0.004157340154051781, 0.005244169384241104, 0.11485914885997772, -0.25247514247894287, -0.34501948952674866, -0.14736053347587585, -0.11074941605329514, -0.02478839084506035, -0.0040945555083453655, -0.03397070989012718, -0.11487039923667908, -0.018202610313892365, 0.020668283104896545, -0.10282397270202637, -0.22439168393611908, -0.12298104912042618, -0.04797842353582382, 0.012329098768532276, -0.08020851016044617, -0.1326000690460205, 0.031639985740184784, -0.03672561049461365, 0.03294776380062103, 0.08700313419103622, -0.1829931139945984, 0.07531902194023132, 0.12269607186317444, -0.051505859941244125, 0.07831569015979767, -0.05328972637653351, 0.0030831003095954657, -0.08444728702306747, -0.08993801474571228, 0.0963054820895195, 0.05648501217365265, 0.0021114337723702192, 0.0517173632979393, 0.043794840574264526, -0.11724942922592163, -0.03531902655959129, -0.07207182049751282, -0.19750434160232544, -0.2502616047859192, -0.18977083265781403, -0.0950956717133522, 0.15335963666439056, 0.03630215674638748, 0.04006915166974068, 0.034233931452035904, 0.03421909362077713, 0.1207703948020935, 0.010236650705337524, -0.0783134400844574, -0.03167794272303581, 0.1665373593568802, -0.039270199835300446, 0.016822542995214462, -0.15200719237327576, 0.0032090903259813786, 0.11436489969491959, 0.202733114361763, 0.21120181679725647, 0.10055181384086609, 0.06824544817209244, -0.005431872792541981, 0.2426898181438446, 0.15469485521316528, 0.14610563218593597, 0.08766917884349823, -0.027713486924767494, 0.015427546575665474, 0.012908723205327988, -0.10375833511352539, -0.021346857771277428, 0.1848476082086563, -0.14814117550849915, 0.05051993951201439, -0.15721523761749268, -0.02007504180073738, -0.26893243193626404, 0.09271559864282608, -0.16006386280059814, 0.14770932495594025, 0.01761617511510849, 0.12495870888233185, -0.11245708167552948, 0.15777355432510376, 0.04835225269198418, -0.059609703719615936, 0.14832225441932678, 0.04841221496462822, 0.04915719851851463, -0.08771953731775284, -0.07291734963655472, -0.11982707679271698, -0.08747615665197372, 0.03833935782313347, 0.18378925323486328, -0.1363869309425354, 0.21394219994544983, 0.03813866153359413, -0.06373901665210724, -0.08626668900251389, -0.09860406816005707, -0.07127581536769867, 0.059953294694423676, 0.1119396761059761, 0.04910038411617279, -0.19780249893665314, -0.20629119873046875, -0.0845789909362793, -0.00015637696196790785, 0.1346895396709442, 0.15574641525745392, -0.17588923871517181, 0.07588618248701096, 0.011865431442856789, -0.08007008582353592, -0.11807342618703842, -0.0401432029902935, -0.16792067885398865, -0.00045240402687340975, 0.1036527082324028, -0.07533259689807892, 0.04750696197152138, 0.01949644647538662, -0.06102193892002106, 0.11126040667295456, 0.07842052727937698, -0.0170946903526783, -0.09020549058914185, -0.07274632155895233, 0.21788066625595093, 0.016204826533794403, 0.033569060266017914, 0.022234952077269554, -0.10018564015626907, -0.013277003541588783, -0.2221667617559433, 0.06902001053094864, -0.03690573200583458, 0.09461349248886108, -0.047585830092430115, 0.13674549758434296, -0.058698806911706924, 0.015917981043457985, 0.02485215663909912, -0.0069640870206058025, -0.012078529223799706, -0.10309295356273651, 0.0749485045671463, -0.0007735246326774359, 0.03013223223388195, 0.21325106918811798, 0.03764811158180237, 0.1141582503914833, 0.10390908271074295, -0.03674931824207306, 0.15782026946544647, 0.07050447165966034, -0.045983150601387024, 0.1960563063621521, 0.14939454197883606, -0.07491085678339005, -0.22347690165042877, -0.051442909985780716, -0.133330836892128, -0.05890725553035736, 0.023305663838982582, -0.16320063173770905, 0.07526641339063644, 0.16326576471328735, -0.028250765055418015, 0.3152099847793579, -0.13051186501979828, -0.0052125765942037106, 0.1354905664920807, 0.014642388559877872, 0.2839188277721405, -0.019896840676665306, -0.11122353374958038, -0.08187557011842728, -0.15023604035377502, 0.24796468019485474, -0.1266087293624878, 0.04387867823243141, -0.005838110577315092, 0.11926634609699249, -0.02356664463877678, -0.037828411906957626, 0.15276184678077698, 0.002416091039776802, 0.04279714450240135, -0.04836592823266983, 0.007208371069282293, 0.01066470704972744, -0.005606376100331545, 0.06571502238512039, 0.027392148971557617, -0.010967006906867027, -0.1452992707490921, -0.006480391137301922, 0.01271495595574379, 0.018157297745347023, 0.06270287185907364, -0.03349704667925835, -0.0856255516409874, 0.000903826963622123, -0.08914924412965775, 0.02134864777326584, 0.20971781015396118, 0.02401251718401909, 0.03431512042880058, 0.192524716258049, 0.04933948814868927, -0.09018239378929138, 0.11166677623987198, -0.10798129439353943, -0.09165434539318085, 0.06843860447406769, -0.13033460080623627, 0.023527512326836586, 0.13796572387218475, -0.011976081877946854, 0.017304712906479836, 0.0464707650244236, -0.029186084866523743, 0.016323378309607506, 0.14547985792160034, -0.017812581732869148, -0.04164471477270126, 0.05084642767906189, -0.055347099900245667, 0.1358385682106018, 0.08951660245656967, 0.046578675508499146, 0.015719786286354065, -0.002203524811193347, -0.011584344319999218, 0.02958342619240284, -0.08303583413362503, 0.10774782299995422, 0.10792896896600723, 0.017098724842071533, -0.1890435367822647, 0.19823776185512543, 0.0017661014571785927, -0.10534580051898956, 0.004305205307900906, -0.011091048829257488, -0.11126422882080078, -0.09831000119447708, -0.07904031872749329, 0.14074334502220154, -0.09708248823881149, -0.17024195194244385, 0.08567659556865692, -0.05678679049015045, 0.009436742402613163, 0.09259462356567383, 0.017101682722568512, 0.05229420214891434, -0.019625704735517502, -0.053101520985364914, 0.03465630114078522, -0.09109605848789215, -0.1048484817147255, 0.039300642907619476, -0.07478176802396774, -0.12680445611476898, -0.016382481902837753, 0.15971900522708893, -0.06654775887727737, -0.0811290517449379, -0.1214277371764183, 0.11711564660072327, -0.09165521711111069, 0.00893192645162344, -0.040233708918094635, 0.027503881603479385, 0.0032093829941004515, 0.017198573797941208, -0.04349115490913391, -0.01623750478029251, -0.14835123717784882, 0.08052969723939896, 0.012066283263266087, -0.0017135977977886796, -0.06210596114397049, -0.0020500964019447565, 0.05613544583320618, 0.09540057927370071, 0.035353805869817734, 0.10660672932863235, 0.03598996251821518, 0.18676620721817017, -0.06187117099761963, -0.08155538886785507, 0.08488994836807251, 0.09836553782224655, 0.09502025693655014, 0.1420591026544571, -0.033926624804735184, 0.15200167894363403, -0.043245334178209305, 0.06384935230016708, -0.11671195179224014, -0.09787335246801376, -0.050581470131874084, -0.19163352251052856, -0.1367417573928833, 0.02544419839978218, 0.007964466698467731, 0.12028694897890091, 0.030697517096996307, -0.025251029059290886, 0.0347234345972538, 0.0005409675650298595, 0.03417346626520157, -0.05193078890442848, -0.010043884627521038, -0.13837741315364838, 0.060076285153627396, 0.030589791014790535, 0.015852414071559906, 0.0045411912724375725, 0.4848412275314331, 0.026659579947590828, -0.09161434322595596, -0.0975833311676979, 0.024538883939385414, -0.0427592471241951, -0.029639272019267082, 0.31515875458717346, 0.10215301811695099, -0.011479880660772324, -0.029639268293976784, 0.06996288150548935, -0.011394505389034748, 0.14944015443325043, 0.047637298703193665, 0.0430246964097023, 0.008484167978167534, 0.026132583618164062, 0.024452466517686844, -0.06385909020900726, 0.06334394216537476, -0.06724155694246292, 0.04553031921386719, 0.03743765503168106, 0.048795267939567566, -0.05585700646042824, -0.02425893396139145, -0.04004625976085663, 0.021878670901060104, 0.02060573548078537, -0.10858885943889618, -0.13847719132900238, -0.15178757905960083, -0.03734111413359642, -0.2222238928079605, 0.04186086729168892, -0.05389253795146942, 0.05587853491306305, 0.16264930367469788, 0.10502403974533081, 0.0035355882719159126, 0.03784450516104698, -0.09467809647321701, 0.02757342904806137, -0.01487396378070116, -0.006265691481530666, 0.004198000300675631, -0.023866651579737663, -0.08192304521799088, 0.014510810375213623, -0.10161086916923523, -0.019391236826777458, -0.0026678077410906553, 0.04169922694563866, 0.03948790207505226, -0.06950239092111588, -0.004658439662307501, -0.08226575702428818, 0.10675941407680511, -0.04471864551305771, 0.13073837757110596, 0.031395506113767624, -0.008531072176992893, 0.010619968175888062, 0.055875860154628754, -0.004655570723116398, 0.02985992468893528, 0.04369116947054863, 0.15494456887245178, -0.023874487727880478, 0.14408378303050995, -0.03703325241804123, -0.04804058000445366, -0.05667003244161606, 0.22894863784313202, 0.24239158630371094, -0.02486414462327957, -0.022190893068909645, 0.06098652258515358, 0.03584001585841179, 0.04211493954062462, 0.17725129425525665, 0.053662072867155075, 0.11840647459030151, 0.013655022718012333, -0.15860219299793243, -0.014108322560787201, -0.026315102353692055, -0.08354602754116058, -0.019492771476507187, 0.04725201055407524, -0.12246343493461609, -0.11081774532794952, 0.1279429942369461, -0.2616436779499054, 0.16229920089244843, 0.1007014811038971, -0.07717826217412949, -0.06630726158618927, -0.05385984480381012, 0.16249430179595947, 0.02632540464401245, -0.059862084686756134, -0.07895556092262268, -0.024856271222233772, -0.06712519377470016, 0.012469056993722916, -0.33914482593536377, -0.18891148269176483, -0.031194323673844337, 0.06827472895383835, 0.10331661254167557, -0.0075005339458584785, 0.12924887239933014, -0.004921874962747097, 0.09663529694080353, -0.0009971526451408863, 0.09839227050542831, -0.005549144931137562, 0.0027631318662315607, -0.018675627186894417, 0.020933574065566063, -0.02585410885512829, -0.03188958764076233, 0.04574224352836609, -0.028950778767466545, 0.005564664024859667, 0.15403449535369873, 0.010336787439882755, -0.004588450770825148, -0.03800828009843826, -0.11211054027080536, 0.12003514915704727, 0.05041539669036865, 0.008545604534447193, -0.02180659770965576, -0.026967119425535202, 0.056638192385435104, 0.0004003651556558907, -0.08132012188434601, -0.0474562868475914, 0.02171730063855648, -0.173172727227211, 0.08786546438932419, -0.016611378639936447, -0.05074254423379898, 0.10234765708446503, -0.09553121775388718, 0.012459592893719673, -0.018579429015517235, 0.07597684860229492, 0.07053595781326294, 0.042139142751693726, -0.012646454386413097, -0.07721145451068878, 0.1029045507311821, -0.025148235261440277, -0.04096875339746475, -0.042745742946863174 ]
dc314582f7d53a97a8c4a6be0dd97e3b85cccec4
# Dataset Card for "sv_corpora_parliament_processed" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
Liumx/sv_corpora_parliament_processed
[ "region:us" ]
2023-02-22T10:21:50+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 292351437, "num_examples": 1892723}], "download_size": 0, "dataset_size": 292351437}}
2023-02-22T10:43:56+00:00
[]
[]
TAGS #region-us
# Dataset Card for "sv_corpora_parliament_processed" More Information needed
[ "# Dataset Card for \"sv_corpora_parliament_processed\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"sv_corpora_parliament_processed\"\n\nMore Information needed" ]
[ 6, 20 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"sv_corpora_parliament_processed\"\n\nMore Information needed" ]
[ -0.11340810358524323, 0.15736335515975952, -0.0022272595670074224, -0.015268858522176743, 0.03988983482122421, 0.06379994750022888, 0.07177907973527908, 0.015549319796264172, 0.11753083020448685, 0.09924459457397461, 0.16436773538589478, 0.00770237622782588, 0.054238297045230865, 0.15515950322151184, -0.0010858377208933234, -0.04106892645359039, 0.0891939178109169, -0.0027629893738776445, -0.07361400872468948, 0.027508731931447983, 0.009653137996792793, -0.12295731157064438, 0.08981242775917053, -0.06284842640161514, -0.1036841869354248, 0.07696869969367981, -0.0777103528380394, -0.04003400728106499, 0.04933791607618332, 0.021026277914643288, 0.06733427196741104, 0.029195301234722137, -0.007025274448096752, -0.055062185972929, 0.030205821618437767, -0.03605172410607338, -0.057751722633838654, 0.04780147969722748, -0.02136351726949215, 0.011790420860052109, 0.10698892176151276, -0.0012562235351651907, -0.06551481783390045, 0.02141621522605419, -0.11442721635103226, -0.10374511033296585, -0.0714133083820343, -0.22632595896720886, -0.0003221769002266228, 0.0044284057803452015, 0.04660544544458389, 0.08548339456319809, -0.19981339573860168, 0.016130471602082253, 0.0003288100124336779, -0.061965204775333405, -0.005811483133584261, 0.12410918623209, -0.02960815094411373, 0.2258976250886917, 0.10325116664171219, 0.08753792196512222, 0.09088598936796188, -0.016843413934111595, -0.13629254698753357, -0.025031207129359245, -0.1094682514667511, 0.03692999109625816, -0.040599264204502106, -0.14910773932933807, 0.42297324538230896, -0.055159587413072586, 0.012407626956701279, 0.06871161609888077, 0.014228478074073792, -0.04663226753473282, -0.026193277910351753, 0.06612154096364975, 0.06281895190477371, 0.021450061351060867, 0.09173908084630966, -0.02574763633310795, -0.14733855426311493, -0.0994795635342598, -0.09316268563270569, -0.12286756932735443, -0.032422102987766266, 0.19047170877456665, -0.22091665863990784, -0.004648563452064991, -0.1172945573925972, 0.0062838648445904255, -0.03246388956904411, -0.023990964516997337, -0.010169988498091698, 0.02378641813993454, 0.02530612424015999, -0.05312665179371834, 0.1533103585243225, 0.03591751679778099, -0.03319399803876877, -0.00791276153177023, -0.0031826933845877647, 0.16044515371322632, 0.11887087672948837, 0.007301217410713434, -0.004344502929598093, 0.06241218373179436, -0.05834835395216942, -0.2575036585330963, -0.029349137097597122, -0.009235989302396774, -0.1736699491739273, 0.03358841314911842, -0.21065427362918854, 0.12816649675369263, -0.039583172649145126, -0.07556376606225967, -0.005027080420404673, 0.0459669753909111, 0.08691251277923584, -0.04573569819331169, -0.02755836769938469, 0.01534939743578434, -0.12026314437389374, -0.010671687312424183, -0.07008197903633118, 0.038184430450201035, -0.0360722616314888, 0.15752294659614563, -0.07882615923881531, 0.017657002434134483, -0.03796061500906944, -0.0401199646294117, 0.11027507483959198, -0.21457093954086304, -0.03853173181414604, -0.06467040628194809, -0.15900401771068573, -0.035631243139505386, 0.002983977785333991, 0.0007030109409242868, 0.21871183812618256, -0.05487264320254326, 0.12877321243286133, -0.03414156287908554, -0.03040049783885479, 0.08272957801818848, -0.1166561096906662, 0.001348413061350584, -0.09280683845281601, 0.02988460473716259, -0.21580658853054047, 0.008868827484548092, -0.22215251624584198, 0.05256962031126022, 0.02040756121277809, -0.029269564896821976, -0.12228047102689743, 0.06037570536136627, -0.024720262736082077, 0.025436732918024063, -0.07147719711065292, 0.014412706717848778, -0.062066156417131424, 0.10705291479825974, -0.21620546281337738, -0.03802211582660675, 0.06859861314296722, -0.1775927096605301, -0.08990903198719025, -0.022707995027303696, 0.019227342680096626, 0.0637027695775032, 0.0979616641998291, 0.20268510282039642, 0.0334511399269104, -0.07438931614160538, -0.049114860594272614, 0.11460720747709274, -0.14614896476268768, -0.25231003761291504, 0.0870475322008133, -0.09347235411405563, -0.01785147562623024, 0.07474973052740097, -0.03989417478442192, -0.024930479004979134, -0.06327050179243088, -0.038219254463911057, 0.02455925941467285, -0.12175402045249939, 0.0510602705180645, -0.0035213311202824116, 0.05763130262494087, -0.022137248888611794, 0.1139126569032669, 0.018998058512806892, 0.04513216018676758, -0.03161794692277908, -0.03949304670095444, -0.0060044387355446815, 0.17695598304271698, -0.15173465013504028, 0.03761199489235878, -0.19051150977611542, -0.135512113571167, -0.030020128935575485, -0.07871400564908981, 0.05236385017633438, 0.15745314955711365, 0.09286381304264069, 0.02062833309173584, 0.11827607452869415, 0.07632479071617126, 0.14286185801029205, 0.006280437111854553, -0.009825712069869041, -0.002513135550543666, 0.005394835956394672, -0.09125378727912903, 0.04125652462244034, 0.015561457723379135, -0.0035239874850958586, 0.14497144520282745, 0.06566645950078964, 0.02990483120083809, -0.01187478844076395, 0.047493863850831985, 0.045427434146404266, 0.04862857982516289, 0.008021342568099499, 0.031156126409769058, -0.030367514118552208, 0.03614512458443642, -0.0264170840382576, -0.0706477016210556, 0.15259622037410736, 0.1300843507051468, 0.022994456812739372, 0.0737997442483902, -0.033181071281433105, -0.008715176954865456, 0.032892342656850815, -0.02903061732649803, 0.07854781299829483, -0.1431543380022049, -0.014499574899673462, 0.052299268543720245, -0.0900985449552536, -0.09504883736371994, 0.0686374381184578, -0.06184764578938484, -0.11236841231584549, 0.08317805826663971, 0.19367040693759918, -0.1895277053117752, 0.14792050421237946, 0.2609848082065582, 0.05771384760737419, 0.2572316527366638, -0.040828339755535126, -0.14083057641983032, -0.02000809833407402, -0.06507260352373123, -0.02581305056810379, 0.09620962291955948, -0.1064097210764885, -0.027435027062892914, 0.07896845042705536, 0.022784994915127754, 0.053572092205286026, -0.09448113292455673, -0.03477241471409798, -0.0012668004492297769, -0.06800787150859833, -0.12836100161075592, -0.011052270419895649, -0.060830824077129364, 0.07584775984287262, -0.029149556532502174, -0.03422023355960846, 0.0906914696097374, -0.013768205419182777, -0.051003940403461456, 0.12161506712436676, -0.2675400376319885, -0.26239168643951416, -0.08853358775377274, -0.047971922904253006, 0.07297902554273605, 0.04443167522549629, -0.06304556876420975, -0.16614866256713867, -0.06820546835660934, 0.03186896815896034, -0.10742287337779999, -0.11898673325777054, -0.03296231850981712, -0.07710620760917664, 0.08377683162689209, -0.09076997637748718, -0.11739454418420792, 0.01778632029891014, -0.0936291366815567, 0.17076066136360168, 0.08214883506298065, -0.03375644609332085, 0.19474764168262482, 0.0632631853222847, -0.09318911284208298, 0.11146184056997299, 0.006757421884685755, 0.08300566673278809, -0.06349381059408188, -0.12588921189308167, 0.04333866387605667, -0.03815271705389023, -0.03547696769237518, 0.016062552109360695, 0.0521010123193264, -0.1001453697681427, -0.05124426633119583, -0.10567561537027359, -0.20799520611763, -0.22833122313022614, -0.15049508213996887, -0.03153485432267189, 0.21216656267642975, 0.031123347580432892, 0.10424575209617615, -0.1679069548845291, 0.06497836112976074, 0.0796508863568306, -0.12026450037956238, -0.02679458074271679, -0.06074462831020355, -0.002365949796512723, -0.05791117250919342, -0.0647202581167221, -0.17689426243305206, 0.03418716415762901, 0.15358175337314606, 0.014039665460586548, 0.1396692395210266, 0.1720031052827835, 0.09764428436756134, -0.01750822179019451, 0.061844803392887115, 0.09241015464067459, 0.10825036466121674, 0.16288462281227112, 0.0270587969571352, 0.04100153222680092, -0.007162130903452635, -0.12541529536247253, -0.020835498347878456, 0.071116603910923, -0.19159072637557983, 0.020518898963928223, -0.07843780517578125, 0.01519865170121193, -0.0710831955075264, 0.09290465712547302, -0.2018587440252304, -0.06193828582763672, 0.005941266659647226, 0.08445265889167786, -0.08811415731906891, 0.001986492658033967, 0.13180354237556458, -0.062160491943359375, -0.028826892375946045, 0.013761581853032112, 0.05420508608222008, -0.07479953020811081, 0.07259809225797653, -0.04073436185717583, -0.11842920631170273, 0.03293157368898392, 0.08839669078588486, -0.11406822502613068, 0.2696336805820465, 0.062076959758996964, -0.07159677892923355, -0.1673860251903534, -0.005840502213686705, -0.0954626053571701, 0.11031543463468552, 0.21214888989925385, 0.08810269087553024, -0.22336092591285706, -0.21359576284885406, 0.02190897800028324, 0.04384932667016983, 0.16197404265403748, -0.016494659706950188, -0.09588062018156052, 0.08288834244012833, 0.011759037151932716, -0.11983402073383331, -0.2669067978858948, 0.024600904434919357, -0.1389044225215912, 0.036185964941978455, 0.0778026357293129, -0.06944172829389572, 0.05268677696585655, 0.045559097081422806, -0.07708301395177841, 0.20309610664844513, -0.12024245411157608, -0.04554421082139015, -0.07940606772899628, -0.051984064280986786, 0.10842560231685638, -0.0031992378644645214, 0.031262677162885666, 0.015735294669866562, 0.07940473407506943, -0.1295309215784073, -0.12416528165340424, 0.09868013113737106, -0.09538372606039047, 0.0777677372097969, -0.022472260519862175, 0.042742419987916946, 0.04416605457663536, 0.0506175197660923, -0.02767791412770748, 0.11183630675077438, -0.0517440102994442, -0.02793281339108944, 0.060559652745723724, -0.02881287783384323, 0.1673259437084198, 0.1888064444065094, 0.1526208519935608, 0.07464607805013657, 0.1510065644979477, 0.002959555946290493, 0.21288762986660004, 0.14109759032726288, -0.09593771398067474, 0.1965438574552536, 0.25431928038597107, -0.07817781716585159, -0.22645661234855652, 0.008558633737266064, -0.1844141185283661, -0.023654157295823097, 0.009555144235491753, -0.12243392318487167, 0.0035806060768663883, 0.2809675335884094, -0.08636613190174103, 0.18442681431770325, -0.1432817280292511, -0.038411881774663925, 0.1362207531929016, -0.0012824137229472399, 0.2591542899608612, -0.03525668755173683, -0.10845174640417099, -0.11245198547840118, -0.15694646537303925, 0.12224046140909195, -0.21123674511909485, -0.01647162064909935, 0.04351741448044777, 0.018153663724660873, -0.014802990481257439, -0.04539167881011963, 0.2213260531425476, 0.02670513652265072, 0.06782396882772446, -0.11296029388904572, 0.017464451491832733, 0.2503032684326172, -0.06571803241968155, 0.06112538278102875, 0.04922632500529289, -0.01213141344487667, -0.1627516895532608, 0.042024269700050354, 0.011788570322096348, 0.062136292457580566, 0.0660136416554451, -0.016944071277976036, -0.10232389718294144, -0.01666712388396263, -0.15029758214950562, 0.043927598744630814, 0.15701548755168915, -0.08507774025201797, 0.03515268862247467, 0.21034787595272064, 0.0953412726521492, -0.09492326527833939, 0.06766215711832047, 0.057488735765218735, -0.0445835217833519, 0.07311750203371048, -0.12316233664751053, 0.0004944463726133108, 0.16835139691829681, -0.04520223289728165, 0.011022043414413929, -0.0453912690281868, -0.01206065621227026, 0.03189999982714653, 0.09767849743366241, -0.13448098301887512, -0.021646011620759964, 0.08271496742963791, -0.11625061184167862, 0.05711621046066284, 0.048257842659950256, -0.021550703793764114, 0.06976139545440674, 0.02470487728714943, -0.02459324151277542, -0.008850514888763428, -0.08087415993213654, 0.15842652320861816, -0.010444390587508678, 0.0025417234282940626, -0.23562929034233093, 0.2279995232820511, 0.09049710631370544, -0.16891701519489288, -0.0029741008765995502, 0.010401695966720581, -0.14660044014453888, -0.09575050324201584, -0.08210673183202744, 0.1590673178434372, -0.108509860932827, -0.14569729566574097, -0.08994627743959427, -0.020187729969620705, 0.06017521768808365, 0.09923278540372849, 0.04675128683447838, 0.0646984726190567, 0.013009458780288696, -0.028063813224434853, -0.047185737639665604, -0.05096468701958656, -0.016788389533758163, 0.028693122789263725, -0.029597878456115723, -0.11556579172611237, -0.04114653915166855, 0.11172957718372345, -0.05082012712955475, -0.0748952254652977, 0.007509585004299879, 0.10157634317874908, -0.10520616918802261, 0.02980039454996586, -0.06141835078597069, -0.03831524774432182, -0.026154058054089546, 0.00720698619261384, -0.03964884951710701, -0.05303352698683739, -0.10804186761379242, 0.1617758423089981, -0.0068779499270021915, 0.03419731929898262, -0.0562271922826767, 0.00117850536480546, 0.08561215549707413, 0.087003692984581, 0.10202327370643616, 0.13964031636714935, 0.015234649181365967, 0.14533169567584991, -0.15878431499004364, -0.07226063311100006, 0.15840578079223633, 0.029753072187304497, 0.04843342304229736, 0.15135502815246582, -0.05308259278535843, 0.06958195567131042, -0.12454608082771301, 0.04942192882299423, -0.09156323224306107, -0.047461945563554764, 0.16154615581035614, -0.05873502045869827, -0.04228871688246727, -0.06154726445674896, -0.05490081384778023, 0.12201723456382751, 0.04160691797733307, 0.05657806620001793, 0.046534597873687744, -0.019916443154215813, 0.040091294795274734, -0.0107725840061903, 0.05714070051908493, -0.12170375138521194, -0.14570823311805725, -0.03295990824699402, -0.01599922403693199, -0.078306183218956, 0.43536868691444397, 0.0018916478147730231, 0.0786375030875206, 0.03412407636642456, 0.16385628283023834, -0.07442676275968552, 0.03443202003836632, 0.14561240375041962, 0.07838387787342072, 0.015192040242254734, -0.05624974146485329, 0.08755631744861603, -0.08881857991218567, 0.011835801415145397, 0.11919940263032913, -0.05235881730914116, 0.1599743813276291, 0.031218940392136574, 0.08014469593763351, 0.12910880148410797, 0.007607330102473497, 0.03500934690237045, -0.011339223012328148, 0.03611605614423752, 0.11468715965747833, -0.025302773341536522, 0.17391519248485565, -0.04715709760785103, -0.0532841682434082, 0.04427404701709747, -0.03920048102736473, -0.12877021729946136, -0.27622249722480774, -0.01739465445280075, -0.036954399198293686, 0.05229020491242409, -0.06358916312456131, 0.08573784679174423, 0.17956897616386414, 0.0808127149939537, 0.05688728392124176, 0.06933310627937317, -0.10682667046785355, -0.009705761447548866, -0.03996473178267479, -0.0645832046866417, 0.015659814700484276, -0.08113721013069153, -0.10216174274682999, 0.06504323333501816, -0.06278006732463837, -0.02034914493560791, 0.02913760580122471, 0.03839652240276337, -0.04776088148355484, -0.10313547402620316, -0.05610579624772072, -0.05439840257167816, 0.17509415745735168, -0.08676741272211075, 0.08258224278688431, 0.0566711500287056, 0.019979175180196762, 0.033292610198259354, 0.0057084280997514725, -0.027106020599603653, 0.08780686557292938, -0.017846712842583656, 0.035507988184690475, -0.05172419548034668, 0.1327454149723053, 0.01369849406182766, -0.0645841509103775, 0.004334995988756418, 0.05698483809828758, 0.33949509263038635, 0.07200851291418076, 0.002955918200314045, -0.007215793244540691, 0.0262027308344841, 0.008707785978913307, 0.02812431938946247, -0.04109276086091995, 0.017577506601810455, -0.036474499851465225, -0.01037663221359253, 0.037635184824466705, 0.0030856728553771973, -0.09712151437997818, -0.040035996586084366, 0.004092175979167223, -0.11287817358970642, -0.08112401515245438, 0.14067146182060242, -0.21120256185531616, -0.0076918997801840305, 0.10763803124427795, 0.02253485843539238, -0.08039018511772156, 0.030750900506973267, -0.043167199939489365, 0.03373977169394493, 0.013498255051672459, -0.12438081204891205, -0.12786899507045746, -0.07812001556158066, 0.044373806565999985, -0.33816221356391907, -0.29827117919921875, 0.026537904515862465, 0.021946849301457405, 0.0761992484331131, 0.009551046416163445, 0.11019347608089447, 0.00042933522490784526, 0.014371255412697792, -0.11125537008047104, 0.08842365443706512, 0.03925692290067673, 0.01151362992823124, -0.056248296052217484, -0.023329442366957664, -0.06666068732738495, 0.1065463051199913, 0.03234023600816727, -0.10287974774837494, 0.026337526738643646, 0.07838411629199982, 0.06812646239995956, 0.026653971523046494, 0.04197640344500542, -0.014212889596819878, 0.12573246657848358, -0.008886780589818954, 0.08960577845573425, 0.006631236989051104, -0.020199904218316078, 0.055576443672180176, 0.0028772929217666388, -0.1714749038219452, -0.11800441145896912, 0.0568503737449646, -0.07950825989246368, 0.09542600065469742, 0.019813675433397293, 0.027257733047008514, 0.06167706474661827, -0.1465078741312027, 0.0619746595621109, 0.02831422910094261, 0.05320221185684204, 0.13300450146198273, 0.011024141684174538, 0.003220156766474247, -0.01844150200486183, 0.10792652517557144, 0.002869506599381566, -0.06483042985200882, -0.05315620079636574 ]
8a43ee056c50c3a2e9adba9d579cc3bf16665e36
test
Hiren/first_demo
[ "region:us" ]
2023-02-22T10:45:18+00:00
{}
2023-02-22T10:56:33+00:00
[]
[]
TAGS #region-us
test
[]
[ "TAGS\n#region-us \n" ]
[ 6 ]
[ "passage: TAGS\n#region-us \n" ]
[ 0.024608636274933815, -0.026205500587821007, -0.009666500613093376, -0.10395516455173492, 0.08638657629489899, 0.059816278517246246, 0.01882290467619896, 0.020661840215325356, 0.23975107073783875, -0.005599027033895254, 0.1219947561621666, 0.0015615287702530622, -0.037353623658418655, 0.03733762726187706, -0.0035912662278860807, -0.17583473026752472, 0.03876631706953049, -0.018274923786520958, 0.01843859627842903, 0.026470553129911423, -0.07776834815740585, -0.07564429938793182, 0.015296397730708122, -0.10247814655303955, -0.083692267537117, 0.11002834886312485, 0.031466204673051834, -0.019670886918902397, 0.10779199749231339, -0.04243955761194229, 0.18699054419994354, -0.011512263678014278, -0.11213519424200058, -0.2536850869655609, 0.021806683391332626, -0.01765260472893715, -0.08747660368680954, 0.01506110467016697, 0.0665089413523674, -0.09014441072940826, -0.0588928684592247, 0.0795099288225174, -0.01132340170443058, 0.04246443510055542, -0.27593839168548584, -0.12684126198291779, -0.05297930911183357, -0.1421966552734375, 0.08651168644428253, 0.04035491496324539, 0.008764253929257393, 0.15506891906261444, -0.20897391438484192, 0.004104613792151213, 0.08255259692668915, -0.2538507878780365, 0.05591634660959244, 0.17671173810958862, 0.03623908758163452, 0.18037272989749908, 0.0060391901060938835, 0.11029672622680664, 0.0716743916273117, -0.024263937026262283, -0.17590197920799255, -0.08127854019403458, -0.04696211963891983, 0.16642488539218903, -0.06727185100317001, -0.14248386025428772, 0.34701237082481384, 0.00015008423360995948, 0.009657775051891804, 0.16921205818653107, -0.059524230659008026, -0.09972117841243744, 0.07259953022003174, 0.016484731808304787, 0.018492350354790688, 0.1471305936574936, 0.16307872533798218, -0.0458691343665123, -0.13837823271751404, -0.018630273640155792, -0.22798998653888702, 0.17510560154914856, -0.03248048573732376, 0.13137903809547424, -0.27447956800460815, 0.01684025302529335, -0.2570667266845703, 0.0032130838371813297, 0.04178816080093384, -0.06004921346902847, -0.0226522795855999, -0.013265985064208508, -0.08018817007541656, 0.004899587947875261, 0.06192673370242119, 0.1266920566558838, -0.06128726154565811, 0.06128238886594772, -0.09319206327199936, 0.141696035861969, 0.07166698575019836, 0.07868369668722153, 0.13037432730197906, 0.041205424815416336, -0.07187089323997498, -0.21872246265411377, -0.0026476888451725245, -0.06275863200426102, -0.09502086788415909, -0.0020165652967989445, -0.11606067419052124, 0.17244569957256317, -0.030802514404058456, -0.09825427830219269, -0.11208184063434601, 0.09148659557104111, -0.032992321997880936, -0.03437839448451996, -0.03552987426519394, -0.020977836102247238, 0.019381176680326462, 0.04704452306032181, -0.1548958420753479, -0.005131472367793322, 0.07039852440357208, 0.11502562463283539, -0.1346137970685959, -0.003783059772104025, -0.07908964157104492, 0.03039063885807991, 0.07654735445976257, -0.16510222852230072, 0.03158547356724739, -0.1124754324555397, -0.07531405985355377, 0.002912673633545637, -0.015710093080997467, -0.016202643513679504, 0.166526660323143, -0.0020451415330171585, 0.0714716836810112, -0.026345307007431984, -0.05890209600329399, -0.11243434250354767, -0.08489254862070084, 0.05390460044145584, 0.03670717030763626, 0.03266148269176483, -0.2193479984998703, 0.014805203303694725, -0.12762966752052307, 0.1360815018415451, -0.10566820204257965, -0.04705966264009476, -0.022842247039079666, 0.20562705397605896, 0.037286072969436646, 0.08762791007757187, -0.22171171009540558, 0.039756543934345245, -0.05404696613550186, 0.18480908870697021, -0.1502426266670227, -0.0799463614821434, 0.20813211798667908, -0.07964949309825897, -0.10115210711956024, 0.021235812455415726, 0.020391687750816345, 0.026287272572517395, 0.0766737088561058, 0.4564172327518463, -0.09766800701618195, -0.09146861732006073, 0.10178250074386597, 0.17055274546146393, -0.12427149713039398, -0.1827561855316162, 0.06446871906518936, -0.16666454076766968, -0.1973118633031845, 0.0018917324487119913, 0.09222044050693512, 0.038269978016614914, -0.07875611633062363, -0.020746968686580658, 0.06325206160545349, -0.0007678253459744155, 0.09095914661884308, 0.03755716234445572, 0.09034032374620438, -0.08716782182455063, 0.11115926504135132, -0.05017651244997978, 0.004037132486701012, 0.1343354731798172, 0.027325427159667015, -0.03223329409956932, 0.08694463223218918, -0.0485352948307991, 0.05295134335756302, -0.1662379503250122, -0.15068690478801727, 0.03398871049284935, 0.06283251196146011, 0.03186952322721481, 0.1280253529548645, 0.08141885697841644, -0.10732853412628174, 0.022690722718834877, -0.004228927195072174, 0.058398615568876266, 0.03891623765230179, 0.006107209715992212, 0.008764320984482765, 0.0961301177740097, -0.10607069730758667, -0.13589619100093842, -0.07336436957120895, -0.014715781435370445, 0.14371353387832642, -0.0302802175283432, 0.07690227776765823, -0.004240254405885935, 0.00013200697139836848, 0.06930823624134064, 0.08137880265712738, 0.016412746161222458, 0.08971183747053146, -0.05237193778157234, -0.05160155147314072, 0.10863113403320312, -0.13533565402030945, 0.17837053537368774, 0.14053137600421906, -0.20532016456127167, 0.029453208670020103, -0.06838275492191315, 0.03670361638069153, -0.008162540383636951, 0.0975119024515152, -0.08272241055965424, -0.02106042578816414, 0.013134466484189034, 0.0052274600602686405, -0.013007243163883686, 0.017682146281003952, -0.07295988500118256, -0.07787393033504486, -0.10233919322490692, 0.08436838537454605, 0.11562882363796234, -0.10282530635595322, 0.14214380085468292, 0.4384984076023102, 0.11495281755924225, 0.21582984924316406, -0.09581480920314789, -0.0412987545132637, 0.007486371789127588, 0.0001535322517156601, -0.04476691037416458, 0.08031861484050751, -0.15973517298698425, -0.038901735097169876, 0.027348900213837624, 0.07128690183162689, 0.11475157737731934, -0.14959022402763367, -0.09639324247837067, -0.00793045200407505, 0.0022841424215584993, -0.1249532699584961, 0.023905446752905846, -0.03974650055170059, 0.04015624523162842, 0.07232289016246796, -0.021535737439990044, 0.13939237594604492, -0.04166141897439957, -0.0639561116695404, 0.07585346698760986, -0.2017085999250412, -0.23179671168327332, -0.12309670448303223, -0.14680525660514832, 0.04366797208786011, 0.05154111236333847, 0.01726446859538555, -0.17635835707187653, -0.015074856579303741, 0.07706750929355621, 0.07820965349674225, -0.20886357128620148, -0.022814949974417686, -0.004290030337870121, 0.0895976573228836, -0.10227091610431671, -0.0017130117630586028, -0.04419664293527603, -0.10150232166051865, 0.0017003051470965147, 0.07279510796070099, -0.137485533952713, 0.13807645440101624, 0.21589438617229462, 0.07225540280342102, 0.07359948754310608, -0.019093448296189308, 0.09936179965734482, -0.10856141895055771, -0.16549113392829895, 0.08348225057125092, -0.06234746053814888, 0.047262318432331085, 0.17534415423870087, 0.03307317942380905, -0.13904969394207, -0.015682822093367577, -0.0402069091796875, -0.15603256225585938, -0.238995760679245, -0.09178274869918823, -0.1182505264878273, 0.16442428529262543, 0.0009358620154671371, 0.06651917099952698, 0.08258313685655594, -0.022042419761419296, 0.16447891294956207, -0.07379321753978729, -0.07578866183757782, -0.006978808436542749, 0.12375060468912125, -0.056660156697034836, -0.03080669604241848, -0.10566964000463486, -0.008295975625514984, 0.1151021271944046, 0.15304014086723328, 0.12214863300323486, 0.2957419455051422, 0.08268889784812927, 0.026645636186003685, 0.08958091586828232, 0.17622539401054382, 0.09495089203119278, 0.07838419824838638, -0.045413073152303696, -0.014814783819019794, 0.014317171648144722, -0.04022889584302902, 0.010141594335436821, 0.14683100581169128, -0.2679629921913147, -0.006678564939647913, -0.2710230350494385, 0.0965198427438736, -0.10913380235433578, 0.11837165057659149, -0.01015760749578476, 0.10194015502929688, 0.11082887649536133, 0.03233652561903, -0.03858073800802231, 0.16613617539405823, 0.08450309932231903, -0.11277695000171661, 0.001758623169735074, 0.03737903758883476, 0.09715615212917328, -0.02818971499800682, 0.12721189856529236, -0.11048974841833115, -0.1464834064245224, 0.013753619976341724, 0.07152791321277618, -0.15373679995536804, 0.3138748109340668, 0.012069208547472954, -0.13481520116329193, -0.01481647603213787, -0.09957809001207352, -0.006440147757530212, 0.1254177987575531, 0.09333524852991104, 0.07935678958892822, -0.2185502052307129, -0.13339371979236603, 0.05872276425361633, -0.00575496768578887, 0.22408108413219452, -0.034034017473459244, -0.11356475204229355, -0.027013886719942093, 0.04241163283586502, -0.06043251231312752, 0.08524788916110992, 0.023536119610071182, -0.08113526552915573, -0.032957352697849274, 0.05323701351881027, 0.012368366122245789, 0.00524376705288887, 0.09360801428556442, 0.020107939839363098, -0.0009265501867048442, 0.01785753294825554, 0.047885000705718994, -0.0675911232829094, -0.1984109878540039, 0.09357594698667526, -0.05215044692158699, 0.0015536568826064467, -0.08013670891523361, -0.15122665464878082, -0.08837161958217621, -0.16009655594825745, 0.12540200352668762, -0.034406669437885284, 0.12700119614601135, -0.06619787961244583, 0.17341409623622894, -0.07871770113706589, 0.04481020197272301, -0.047349292784929276, 0.050332702696323395, -0.007268077693879604, -0.07756082713603973, 0.16585899889469147, -0.15564003586769104, 0.01809087023139, 0.19572502374649048, -0.018915493041276932, 0.07177707552909851, 0.021322092041373253, -0.0636206790804863, 0.23147478699684143, 0.3014698624610901, 0.008138049393892288, 0.1665448248386383, 0.3018903136253357, -0.07466315478086472, -0.2642788887023926, -0.05505012720823288, -0.2841376066207886, -0.05371501296758652, 0.10716094076633453, -0.22523896396160126, 0.06986407935619354, 0.14383509755134583, -0.06471995264291763, 0.30228954553604126, -0.21825523674488068, 0.012589273042976856, 0.15434536337852478, -0.08868814259767532, 0.5515313148498535, -0.1133413165807724, -0.17677772045135498, -0.008122089318931103, -0.08741296827793121, 0.10602109134197235, -0.0340677872300148, 0.06877441704273224, 0.013465235009789467, 0.04797380417585373, 0.048932258039712906, -0.03111894056200981, 0.22701001167297363, 0.008710170164704323, 0.09015397727489471, -0.07378865778446198, -0.18624304234981537, 0.11639340221881866, -0.04359482601284981, -0.08891059458255768, 0.0849778801202774, -0.05942516401410103, -0.11078983545303345, 0.04663389176130295, -0.07950539886951447, -0.024862350896000862, 0.08423490077257156, -0.04678233340382576, -0.042606171220541, -0.008054176345467567, -0.1618063747882843, -0.0002289071271661669, 0.31360217928886414, -0.07096036523580551, 0.16695955395698547, 0.03677211329340935, 0.00038613268407061696, -0.11027684062719345, 0.030288029462099075, -0.05203165486454964, -0.021576624363660812, 0.09578979015350342, -0.11096979677677155, 0.03204701095819473, 0.14160704612731934, -0.04864364117383957, 0.05846960097551346, 0.09256096184253693, -0.0849417969584465, 0.007583672646433115, 0.17753590643405914, -0.17537221312522888, -0.1273445188999176, -0.006135711446404457, -0.09862716495990753, 0.14055661857128143, 0.04394126310944557, 0.05191568285226822, 0.16669964790344238, 0.03967129811644554, -0.029474308714270592, -0.02817419543862343, -0.1153380498290062, -0.0201893113553524, 0.040153320878744125, 0.00045633706031367183, -0.08791285753250122, 0.2262638509273529, 0.06409153342247009, -0.1328488290309906, -0.051157206296920776, 0.2161225974559784, -0.06805316358804703, -0.04911920800805092, -0.223562553524971, 0.10752306133508682, -0.07112517952919006, -0.0965060144662857, 0.05453834682703018, -0.02270081453025341, 0.005106312222778797, 0.181985542178154, 0.03941008821129799, 0.11070270836353302, 0.03738937899470329, -0.02448922023177147, 0.15798696875572205, -0.142850860953331, -0.14191335439682007, -0.025354057550430298, -0.08757315576076508, -0.13844476640224457, -0.026804137974977493, 0.1617041826248169, -0.09177309274673462, -0.14772607386112213, -0.2621181011199951, 0.10968475043773651, -0.16432365775108337, -0.10192688554525375, -0.03469514101743698, -0.08968492597341537, 0.0696166530251503, 0.030301768332719803, -0.03093348816037178, -0.06706760823726654, -0.18593791127204895, 0.0816768929362297, 0.06349513679742813, 0.045533183962106705, -0.017847947776317596, 0.0067379772663116455, 0.1720137596130371, 0.025955144315958023, 0.10040043294429779, 0.16762186586856842, 0.011397695168852806, 0.2246655523777008, -0.1671202927827835, -0.11496317386627197, 0.1336962729692459, -0.026543032377958298, 0.06762003898620605, 0.16792191565036774, -0.0772583931684494, 0.015526676550507545, -0.028136352077126503, 0.07066910713911057, -0.11003983020782471, -0.105624258518219, 0.007937257178127766, 0.02567129209637642, -0.2755882740020752, -0.005599735304713249, -0.19717298448085785, 0.14788752794265747, 0.02579621411859989, 0.03297143429517746, 0.10257530212402344, 0.10404334217309952, 0.08312062919139862, -0.0017710148822516203, 0.03226327523589134, -0.1176818460226059, 0.02753005363047123, -0.059239376336336136, -0.020663779228925705, 0.017624232918024063, 0.36952024698257446, -0.03603357449173927, -0.046802736818790436, 0.003710439894348383, 0.1307835876941681, -0.02139742486178875, 0.017395347356796265, 0.13209912180900574, 0.12607666850090027, -0.08595693111419678, -0.1504845917224884, 0.04888554662466049, -0.04565655067563057, -0.02836887165904045, 0.1464131623506546, 0.05905961990356445, 0.1050296202301979, 0.0908031314611435, -0.014463032595813274, -0.00318976235575974, 0.012856799177825451, -0.15486004948616028, 0.06223496049642563, -0.010558074340224266, 0.012565906159579754, 0.017934376373887062, 0.15238402783870697, -0.005540105979889631, 0.07739730179309845, -0.09889880567789078, 0.004208535887300968, -0.13498884439468384, -0.07913459837436676, 0.03617347031831741, -0.13393273949623108, 0.04141177982091904, -0.01871878281235695, 0.029611799865961075, 0.30386561155319214, 0.02558239921927452, -0.020639164373278618, 0.12512871623039246, -0.1214587539434433, -0.12050267308950424, -0.001594188273884356, -0.029960084706544876, 0.0791488066315651, -0.02633434161543846, -0.0997740775346756, -0.1001306027173996, -0.15166029334068298, -0.09759195148944855, 0.05182836204767227, -0.04993441700935364, -0.059362251311540604, -0.17634081840515137, -0.05707859992980957, -0.05147340148687363, 0.14025864005088806, -0.12263951450586319, 0.15159130096435547, -0.014490418136119843, 0.004084470681846142, 0.04405883327126503, 0.1950942426919937, -0.03644494712352753, 0.08714226633310318, 0.0154351145029068, 0.1522706001996994, -0.05119588226079941, 0.14720745384693146, -0.10931728035211563, -0.04014137014746666, -0.06710435450077057, 0.21513493359088898, 0.25630924105644226, -0.06136954948306084, -0.008937356993556023, -0.012760217301547527, 0.058654606342315674, 0.1073930487036705, 0.16049085557460785, 0.002326392102986574, 0.2802925705909729, -0.03133585304021835, 0.04815128445625305, 0.02901598811149597, 0.013607407920062542, -0.06336209923028946, 0.03397751972079277, 0.07539387792348862, -0.035039983689785004, -0.1412304788827896, 0.15837742388248444, -0.21980468928813934, 0.18157227337360382, 0.11640069633722305, -0.19996967911720276, -0.013728445395827293, -0.04882071167230606, 0.1689416468143463, -0.0856364443898201, 0.1637246012687683, -0.0903693437576294, -0.2108195722103119, -0.2056000679731369, 0.03867346793413162, -0.34623071551322937, -0.254462867975235, 0.10422009229660034, 0.1488201916217804, 0.04015883058309555, -0.018507536500692368, -0.019967829808592796, -0.018367022275924683, 0.04877542704343796, -0.0067357709631323814, 0.06014643982052803, 0.031397558748722076, -0.02988368645310402, -0.24127542972564697, -0.029804671183228493, 0.023964406922459602, -0.07093082368373871, 0.07464958727359772, -0.06874357163906097, -0.022495782002806664, 0.08059766888618469, -0.03066304884850979, 0.03298592567443848, -0.035373736172914505, -0.16326889395713806, 0.027529051527380943, 0.03900543600320816, 0.036012712866067886, 0.00634160777553916, 0.0008072225609794259, -0.03455270454287529, 0.0644603744149208, -0.16716794669628143, -0.16015739738941193, 0.14140215516090393, -0.06745140254497528, 0.2779497504234314, -0.05812826007604599, -0.0809100940823555, 0.04766704887151718, -0.03426874056458473, 0.1807648241519928, -0.07756473124027252, 0.047254521399736404, 0.12766779959201813, 0.011127962730824947, 0.03121316432952881, -0.3092964291572571, 0.11082969605922699, -0.000795336440205574, -0.006093299947679043, -0.07581598311662674 ]
fe0fe707a2513537a40b872e84c676878a99df54
# Dataset Card for "google_speech_commands_augmented_raw_fixed" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
mazkooleg/0-9up_google_speech_commands_augmented_raw
[ "region:us" ]
2023-02-22T10:49:44+00:00
{"dataset_info": {"features": [{"name": "audio", "dtype": "audio"}, {"name": "label", "dtype": {"class_label": {"names": {"0": "zero", "1": "one", "2": "two", "3": "three", "4": "four", "5": "five", "6": "six", "7": "seven", "8": "eight", "9": "nine", "10": "#unk#", "11": "#pub#"}}}}], "splits": [{"name": "validation", "num_bytes": 107972507.648, "num_examples": 3368}, {"name": "train", "num_bytes": 35133207938.0, "num_examples": 1095480}, {"name": "test", "num_bytes": 120956609.28, "num_examples": 3773}], "download_size": 31701155906, "dataset_size": 35362137054.928}}
2023-02-22T11:14:24+00:00
[]
[]
TAGS #region-us
# Dataset Card for "google_speech_commands_augmented_raw_fixed" More Information needed
[ "# Dataset Card for \"google_speech_commands_augmented_raw_fixed\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"google_speech_commands_augmented_raw_fixed\"\n\nMore Information needed" ]
[ 6, 27 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"google_speech_commands_augmented_raw_fixed\"\n\nMore Information needed" ]
[ -0.07944512367248535, 0.1831899732351303, -0.001837108633480966, -0.02490837499499321, 0.16970707476139069, 0.03246594965457916, 0.16654829680919647, 0.08111139386892319, 0.20430374145507812, -0.00016380081069655716, 0.05666770040988922, 0.046669427305459976, 0.0009043147438205779, 0.2609635293483734, 0.022855501621961594, -0.08389817923307419, 0.02079935371875763, -0.06635014712810516, 0.1122424378991127, 0.06680472195148468, 0.01643698289990425, -0.015667324885725975, 0.062498241662979126, -0.06563287228345871, -0.06508306413888931, 0.07824971526861191, 0.06604893505573273, -0.090336374938488, 0.06070380657911301, -0.04680440202355385, 0.020417220890522003, -0.008601045235991478, -0.06667473167181015, -0.17588354647159576, 0.03444669395685196, 0.0381527878344059, -0.022433219477534294, 0.01790478639304638, 0.021767467260360718, -0.03642059117555618, -0.23497450351715088, -0.029953712597489357, -0.07207319140434265, 0.12116315960884094, -0.07485570758581161, -0.24320638179779053, -0.08699137717485428, -0.012316652573645115, -0.05572713911533356, 0.05734363943338394, -0.0507001057267189, 0.10259412229061127, -0.043072883039712906, 0.05323166400194168, 0.04161832109093666, -0.11510748416185379, 0.08525930345058441, 0.1586429327726364, -0.04473515599966049, 0.07163340598344803, -0.020214809104800224, 0.08179288357496262, 0.08231023699045181, -0.06486852467060089, -0.18049946427345276, -0.047351837158203125, -0.3177478313446045, 0.09506592154502869, 0.03435303643345833, -0.0021340101957321167, 0.18218569457530975, 0.04881651699542999, -0.049511708319187164, -0.10008897632360458, -0.02169921062886715, -0.10713322460651398, 0.013450922444462776, 0.040848542004823685, 0.09051840007305145, 0.08642679452896118, -0.06787581741809845, -0.20105238258838654, -0.09216400235891342, -0.09668433666229248, -0.0992400199174881, 0.11488700658082962, -0.04107261449098587, 0.058291614055633545, -0.1404242068529129, 0.00992471631616354, -0.0836438238620758, -0.008387479931116104, -0.037838660180568695, -0.0047606504522264, -0.0626969262957573, 0.0050037014298141, -0.11225845664739609, -0.02212606556713581, 0.10627381503582001, 0.01979871653020382, -0.02433493733406067, 0.08985976874828339, -0.09517687559127808, 0.07185210287570953, 0.1431167870759964, 0.04799606278538704, 0.028489738702774048, 0.12161129713058472, 0.08742491155862808, -0.05627353861927986, 0.08825942128896713, -0.08517913520336151, -0.0911356583237648, -0.026063818484544754, -0.14239151775836945, 0.13243868947029114, 0.0037982205394655466, 0.045437898486852646, -0.10630321502685547, -0.025748029351234436, 0.06145146116614342, -0.14544042944908142, 0.019537001848220825, 0.030168253928422928, -0.04064438119530678, -0.07545623928308487, 0.05652086064219475, 0.048808373510837555, -0.05043989419937134, -0.06530362367630005, -0.035471998155117035, 0.02919338271021843, -0.00805289950221777, 0.05283240228891373, 0.032113417983055115, -0.13800542056560516, -0.026702620089054108, -0.05866631120443344, -0.26728078722953796, -0.06662967801094055, -0.045306745916604996, -0.001690481323748827, 0.02518041804432869, -0.06648656725883484, 0.10211064666509628, -0.034205272793769836, -0.09999896585941315, -0.04993870481848717, -0.07374545931816101, 0.06749524176120758, 0.020750945433974266, 0.07089605182409286, -0.17838644981384277, 0.042675621807575226, -0.16416199505329132, -0.018049295991659164, -0.0949617326259613, 0.1894681751728058, -0.052422840148210526, 0.11130313575267792, -0.12232932448387146, 0.04329489916563034, -0.17314353585243225, 0.06716802716255188, 0.025140799582004547, 0.14256548881530762, -0.18690365552902222, -0.10548273473978043, 0.0826839804649353, -0.04817769303917885, -0.1376696079969406, 0.06981201469898224, 0.036696430295705795, 0.06003165990114212, 0.09401536732912064, 0.29111266136169434, -0.007045621983706951, -0.06252121180295944, -0.07946206629276276, 0.023845750838518143, -0.1499250829219818, -0.1617850661277771, -0.05599580705165863, -0.20755603909492493, -0.07849013805389404, 0.05940057709813118, 0.20312698185443878, 0.0475660040974617, 0.007990588434040546, -0.06670749187469482, -0.07052180916070938, -0.07301417738199234, 0.05960874259471893, -0.03907766193151474, -0.022116612643003464, -0.04762667417526245, 0.019496427848935127, -0.12478047609329224, 0.012511841021478176, -0.008362028747797012, 0.046934567391872406, -0.03815795108675957, 0.09906292706727982, -0.012716017663478851, 0.06360273063182831, -0.10939954966306686, -0.1570531576871872, 0.0023925446439534426, -0.06939590722322464, 0.1477794051170349, -0.14418266713619232, 0.06648076325654984, -0.140669584274292, -0.03265802562236786, 0.014807266183197498, 0.06188681349158287, -0.010899277403950691, 0.024817559868097305, 0.00477947760373354, 0.09684813022613525, -0.030431019142270088, -0.046232473105192184, -0.04503661394119263, -0.03794213756918907, 0.10239917039871216, 0.06063809245824814, 0.011737124063074589, -0.1270931363105774, 0.11298011988401413, -0.031735919415950775, 0.014004536904394627, -0.06581991165876389, 0.008359490893781185, -0.0057915253564715385, -0.04362187162041664, 0.21534621715545654, -0.12316815555095673, 0.014997498132288456, 0.16882622241973877, -0.13954710960388184, 0.02546524442732334, -0.04886583238840103, 0.014251936227083206, -0.009416161105036736, -0.043745674192905426, -0.047299083322286606, 0.177232027053833, -0.030182750895619392, 0.0943378359079361, -0.04881317913532257, 0.017964623868465424, 0.009461737237870693, 0.0028905696235597134, -0.11989902704954147, -0.06037556007504463, 0.1419590264558792, -0.07951915264129639, 0.11004183441400528, 0.09329178184270859, 0.12052765488624573, 0.2779427468776703, -0.020375553518533707, -0.028277825564146042, 0.05934056639671326, 0.03655809164047241, -0.13176926970481873, 0.08051847666501999, -0.11497186869382858, -0.04051302745938301, 0.04639231786131859, -0.01871766522526741, 0.1236954778432846, -0.07358759641647339, -0.044353339821100235, -0.04516167938709259, -0.1308545023202896, -0.26225221157073975, 0.060775693506002426, 0.045660294592380524, 0.016863930970430374, -0.039091113954782486, 0.10148834437131882, 0.14836886525154114, -0.006364849861711264, -0.09857103228569031, 0.021450739353895187, -0.14643317461013794, -0.18206757307052612, -0.11276943981647491, -0.09393537044525146, -0.018157778307795525, 0.07904498279094696, 0.0034073954448103905, -0.2447137087583542, -0.01835034415125847, 0.020860126242041588, 0.051094457507133484, -0.059241294860839844, -0.006830970756709576, -0.046159494668245316, -0.01338021457195282, 0.07772858440876007, -0.11739280074834824, 0.026833541691303253, -0.053425293415784836, 0.023161154240369797, 0.018800560384988785, -0.02599290758371353, 0.04329029843211174, 0.11035202443599701, 0.01271231472492218, 0.051251500844955444, -0.06369221955537796, 0.14761599898338318, -0.047735702246427536, -0.08654413372278214, 0.08027727901935577, 0.034840330481529236, -0.004157498013228178, 0.13714741170406342, 0.027155650779604912, -0.174028679728508, 0.07389098405838013, 0.07251496613025665, -0.09088107943534851, -0.3189751207828522, -0.14232413470745087, -0.056363582611083984, 0.026210542768239975, 0.013511495664715767, 0.1324937343597412, 0.016681736335158348, 0.04360028728842735, 0.006567051168531179, -0.0054148780182003975, -0.10050991177558899, -0.038824956864118576, 0.18093468248844147, -0.05582556128501892, -0.04207373782992363, -0.11859256029129028, -0.017699670046567917, 0.13981495797634125, 0.12581831216812134, 0.1434725672006607, 0.13864868879318237, 0.3024609386920929, -0.05929945036768913, 0.05294887349009514, 0.11067330837249756, 0.03987336903810501, 0.19233882427215576, -0.00034344277810305357, 0.06086380407214165, -0.02379191480576992, -0.11724457889795303, 0.02128641866147518, 0.31743404269218445, -0.17157256603240967, 0.034761931747198105, -0.12696683406829834, 0.0743923932313919, 0.11401427537202835, -0.010156858712434769, -0.1949012279510498, 0.08470504730939865, -0.038987625390291214, 0.11159534752368927, -0.03347712755203247, 0.05773750692605972, 0.09762132167816162, -0.011939460411667824, 0.1278369426727295, 0.01026314776390791, 0.057877011597156525, -0.11871367692947388, -0.000852052413392812, -0.03380173072218895, -0.0064271013252437115, -0.04256163537502289, 0.09468813985586166, -0.059422336518764496, 0.143872931599617, 0.06288249045610428, 0.0026782103814184666, -0.029139025136828423, -0.020934296771883965, -0.00007844897481845692, -0.11546767503023148, 0.1042863130569458, 0.03886617347598076, -0.08501054346561432, -0.21124154329299927, -0.12999869883060455, 0.009909531101584435, 0.19285312294960022, 0.07483166456222534, -0.11270962655544281, 0.04628666862845421, -0.0068292394280433655, -0.03240492194890976, -0.19972175359725952, -0.19259890913963318, -0.09885795414447784, 0.007983231917023659, 0.3081710636615753, 0.033122576773166656, 0.010783401317894459, -0.017100494354963303, -0.11069901287555695, 0.24647849798202515, 0.1259974241256714, -0.026983194053173065, -0.08996053040027618, -0.03666304424405098, 0.12544146180152893, 0.035353098064661026, 0.06795881688594818, 0.005681297276169062, -0.03261440619826317, -0.03985508903861046, -0.12213079631328583, 0.180412158370018, -0.038508590310811996, 0.07100985199213028, -0.12021774798631668, 0.2507385015487671, -0.05620498210191727, -0.07227432727813721, -0.04344436153769493, 0.021741261705756187, -0.023693155497312546, -0.07973268628120422, 0.18835937976837158, -0.09824962913990021, -0.05210154131054878, 0.2841307520866394, 0.0023264014162123203, 0.07617519795894623, 0.005179130472242832, -0.05658721923828125, 0.2245195508003235, 0.04397941753268242, -0.024883070960640907, 0.18373332917690277, 0.19133198261260986, -0.06048234552145004, -0.20417018234729767, 0.006507417652755976, -0.07635291665792465, -0.03623693436384201, -0.0052380431443452835, -0.29150328040122986, 0.027937116101384163, 0.011691328138113022, -0.07547985762357712, 0.2812853157520294, 0.021872524172067642, -0.13569483160972595, 0.1436568945646286, -0.03990115970373154, 0.29747360944747925, -0.06340710073709488, -0.16531729698181152, -0.09795218706130981, 0.026951387524604797, 0.1251952201128006, -0.13030599057674408, 0.08210399001836777, 0.1084250658750534, 0.10820747166872025, 0.03279991075396538, -0.05949102342128754, 0.08092844486236572, 0.07897993922233582, 0.012450643815100193, -0.07250805199146271, -0.03650613874197006, 0.029070351272821426, -0.016668040305376053, 0.08354339003562927, 0.029389513656497, 0.04850871115922928, -0.04712296649813652, -0.06492270529270172, 0.003984382841736078, 0.09179603308439255, 0.11240104585886002, 0.01473939884454012, -0.04174453392624855, -0.11076521128416061, -0.10835649073123932, 0.047036875039339066, 0.08496648073196411, -0.09590261429548264, -0.0042980448342859745, 0.1568530797958374, 0.10111849009990692, -0.0775715634226799, -0.10079313069581985, 0.03859372437000275, -0.09591387957334518, 0.09983441978693008, -0.11540905386209488, 0.0575077161192894, 0.02560700848698616, 0.020430535078048706, 0.031874917447566986, 0.016490275040268898, -0.032257016748189926, 0.030017636716365814, 0.06895977258682251, -0.0903530865907669, -0.15185971558094025, 0.015346968546509743, -0.23565486073493958, -0.013002640567719936, 0.04091552644968033, 0.09000516682863235, 0.09426198154687881, 0.013625542633235455, -0.009888937696814537, 0.01068810559809208, -0.02208806574344635, 0.11519915610551834, 0.02753923460841179, 0.022170457988977432, -0.21141180396080017, 0.28917253017425537, 0.0753064900636673, -0.07292212545871735, 0.10710282623767853, -0.031725410372018814, -0.08235173672437668, -0.0675264298915863, -0.200581356883049, 0.12344279140233994, 0.13201871514320374, -0.08832971751689911, -0.02199513278901577, 0.0028456798754632473, 0.031932540237903595, -0.04845501482486725, -0.010400149039924145, 0.11783472448587418, -0.006873427890241146, -0.04560266062617302, 0.004728924483060837, -0.06661693751811981, -0.04705332592129707, -0.00607390096411109, -0.09710442274808884, -0.154048353433609, 0.025273412466049194, 0.17816996574401855, -0.0602911151945591, -0.10961926728487015, -0.06274169683456421, 0.056736767292022705, -0.019763005897402763, -0.013615438714623451, 0.05042160674929619, -0.005190922878682613, 0.006391793489456177, -0.0691208764910698, -0.026790708303451538, 0.01837250590324402, -0.13781163096427917, -0.013640697114169598, 0.09845390915870667, 0.052149295806884766, -0.15731273591518402, 0.03953387215733528, 0.06689269840717316, 0.07795657217502594, 0.21245168149471283, 0.17153853178024292, -0.0964946448802948, 0.07975726574659348, -0.2725408375263214, -0.15217557549476624, 0.12948940694332123, -0.01178644597530365, -0.04394909366965294, 0.01850636675953865, 0.029668353497982025, 0.1258259117603302, 0.07823656499385834, 0.001156652346253395, 0.0016492207068949938, -0.15521350502967834, -0.026573006063699722, -0.04689381271600723, -0.00010776680574053898, -0.009483822621405125, -0.09132753312587738, -0.010617328807711601, 0.0616125725209713, 0.10601899027824402, -0.06913655251264572, -0.01575898751616478, -0.07328613847494125, 0.010854550637304783, -0.06169132888317108, -0.03968149051070213, -0.12794509530067444, 0.028346294537186623, 0.08129994571208954, -0.06998002529144287, 0.4280012547969818, -0.09470385313034058, -0.048169296234846115, -0.018167924135923386, 0.18709640204906464, -0.10201185941696167, -0.009437767788767815, 0.3380259871482849, 0.06427758187055588, -0.03873955458402634, 0.029992876574397087, -0.00007214678771561012, 0.10134131461381912, 0.020261727273464203, 0.023551445454359055, -0.007078603375703096, 0.08309614658355713, 0.08590830117464066, 0.12149669229984283, -0.1438010036945343, 0.058470647782087326, 0.1152055561542511, -0.1331639587879181, 0.05785636603832245, -0.010930076241493225, 0.017742961645126343, -0.012224307283759117, 0.06457903236150742, 0.06282614171504974, 0.06157634034752846, -0.028934655711054802, -0.14680252969264984, -0.13137726485729218, -0.020278366282582283, -0.20254966616630554, 0.10063322633504868, 0.014018870890140533, 0.001122945104725659, 0.10728221386671066, 0.01095803827047348, -0.04959394037723541, 0.18549597263336182, -0.1068555936217308, -0.06738054752349854, 0.0756792277097702, -0.07431048899888992, -0.0015623803483322263, -0.02583538182079792, -0.14822296798229218, 0.06882301717996597, 0.028230061754584312, -0.003907650709152222, 0.06971009075641632, 0.058656640350818634, 0.09539773315191269, -0.14465324580669403, -0.007811330258846283, -0.06121273338794708, 0.13161982595920563, -0.09192255884408951, 0.024741344153881073, 0.07465695589780807, -0.03189986199140549, 0.022826900705695152, 0.1490405797958374, -0.04951218515634537, 0.03686040639877319, -0.00035500607918947935, -0.05309232324361801, -0.003156635444611311, 0.06253359466791153, -0.0691952183842659, -0.16895003616809845, -0.037379708141088486, 0.129739448428154, 0.3009856939315796, -0.08317811787128448, 0.0483955517411232, -0.038588862866163254, 0.05250803753733635, 0.08767681568861008, 0.10382057726383209, 0.06771187484264374, -0.018871108070015907, 0.09367921948432922, -0.08763904869556427, 0.10431110858917236, -0.05851132795214653, -0.03857355937361717, 0.1321875900030136, -0.05941149219870567, -0.05013618990778923, -0.10989667475223541, 0.07712092250585556, -0.18325760960578918, 0.05389473959803581, -0.09231407195329666, -0.12108161300420761, -0.02994627319276333, -0.04239169880747795, 0.023361707106232643, 0.13383042812347412, -0.01465168222784996, 0.011150184087455273, -0.049464862793684006, 0.028726886957883835, -0.08704649657011032, -0.35766318440437317, -0.16059160232543945, -0.07088880240917206, -0.15011261403560638, 0.23280104994773865, 0.005553301889449358, 0.0931001603603363, -0.0014152538497000933, 0.028711015358567238, -0.016956530511379242, 0.15390753746032715, -0.015436855144798756, -0.020108582451939583, 0.006866259966045618, 0.02636652998626232, -0.0030660219490528107, 0.03965964913368225, 0.04706031084060669, 0.0700659453868866, 0.046501319855451584, 0.05271533876657486, 0.04523707553744316, -0.11002033948898315, -0.03452690318226814, -0.13480305671691895, 0.0768871083855629, -0.043040189892053604, -0.00762894656509161, 0.026360636577010155, 0.013094210997223854, 0.05864740535616875, 0.01177169382572174, -0.14607058465480804, -0.08399327844381332, -0.07649101316928864, -0.07094137370586395, 0.1114218682050705, -0.0021175958681851625, -0.14076285064220428, 0.05756022408604622, -0.08083551377058029, 0.09433300793170929, -0.008373664692044258, 0.08512969315052032, 0.09669159352779388, 0.06401889026165009, -0.06723456084728241, -0.037666816264390945, 0.14364270865917206, 0.06738176196813583, -0.09239562600851059, -0.11780595779418945 ]
867bc1e621094be8c0d6e1514e663cca88211876
# Dataset Card for "nlp.6.named_entity_recognition" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.6.named_entity_recognition
[ "region:us" ]
2023-02-22T11:32:25+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 3810117, "num_examples": 14041}, {"name": "validation", "num_bytes": 941811, "num_examples": 3250}, {"name": "test", "num_bytes": 884226, "num_examples": 3453}], "download_size": 773605, "dataset_size": 5636154}}
2023-02-22T11:35:38+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.6.named_entity_recognition" More Information needed
[ "# Dataset Card for \"nlp.6.named_entity_recognition\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.6.named_entity_recognition\"\n\nMore Information needed" ]
[ 6, 22 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.6.named_entity_recognition\"\n\nMore Information needed" ]
[ -0.05766891688108444, 0.2139926254749298, -0.0036604078486561775, 0.02900153398513794, 0.09832651913166046, 0.07696104794740677, 0.10485023260116577, 0.07708463072776794, 0.22896811366081238, -0.013623729348182678, 0.09530465304851532, 0.08810095489025116, 0.04267654940485954, 0.04817303270101547, -0.04870566725730896, -0.011151792481541634, 0.09021099656820297, 0.011414033360779285, 0.09824716299772263, 0.04203853756189346, 0.0016145091503858566, -0.033878885209560394, 0.10119748115539551, -0.06087394058704376, -0.2339736521244049, 0.07631567120552063, 0.02822459116578102, -0.05756065249443054, 0.04967191815376282, -0.1198916882276535, 0.09904178977012634, 0.031786367297172546, 0.048091307282447815, -0.18172723054885864, -0.0059034572914242744, -0.02609816938638687, -0.06159314513206482, -0.017027072608470917, 0.048543531447649, -0.11631385236978531, -0.06631969660520554, 0.0802028700709343, 0.019622482359409332, -0.07291427999734879, -0.08082102239131927, -0.24622346460819244, -0.07813651859760284, 0.09946008026599884, -0.039740756154060364, -0.007102760951966047, 0.08743433654308319, 0.07230289280414581, -0.12707914412021637, 0.019707338884472847, -0.012802590616047382, -0.06763697415590286, 0.06118975207209587, 0.14582744240760803, -0.12812063097953796, -0.02234838716685772, 0.037055667489767075, 0.043246712535619736, 0.04419070482254028, -0.03066481649875641, -0.11112363636493683, 0.008917118422687054, -0.16970330476760864, 0.10829807072877884, 0.0007435772567987442, -0.0695640966296196, 0.27493834495544434, 0.0414632149040699, 0.06831488013267517, 0.019677147269248962, 0.04395224526524544, -0.06936655938625336, 0.04913802444934845, 0.015342689119279385, 0.02418946847319603, -0.0014551393687725067, 0.007318081334233284, 0.06332240998744965, -0.03611840307712555, -0.15539130568504333, -0.14132851362228394, 0.042530357837677, -0.024859914556145668, 0.1995122730731964, -0.15266165137290955, -0.08551094681024551, -0.09758526086807251, 0.037478066980838776, -0.052017852663993835, -0.04961029440164566, 0.05857449024915695, 0.033208586275577545, -0.01843261532485485, 0.16328838467597961, 0.10265697538852692, -0.018501492217183113, 0.08006928116083145, 0.04297858104109764, -0.14250028133392334, 0.11785184592008591, 0.06526228040456772, -0.013181699439883232, 0.02829434536397457, 0.1363217979669571, -0.047519437968730927, -0.15005269646644592, -0.02872636914253235, -0.06993362307548523, -0.17637062072753906, 0.062157802283763885, 0.013104744255542755, 0.12588155269622803, -0.07657404243946075, 0.016575835645198822, -0.05594033747911453, -0.025591252371668816, 0.13761234283447266, -0.07169611006975174, 0.09809549152851105, 0.04494970664381981, -0.12978753447532654, -0.04394909366965294, -0.06494337320327759, -0.07621019333600998, -0.012567110359668732, 0.03635673224925995, -0.03010708838701248, 0.018185198307037354, -0.0037685781717300415, -0.025126662105321884, 0.13868963718414307, -0.1475079208612442, 0.05057778209447861, -0.1641688346862793, -0.26254960894584656, 0.027808278799057007, 0.021934259682893753, -0.03212537616491318, 0.15511161088943481, -0.05616356432437897, 0.03257715702056885, -0.04383691027760506, -0.06303500384092331, -0.06824909895658493, -0.06384393572807312, 0.03032715804874897, 0.004879055544734001, 0.13215169310569763, -0.2345362901687622, 0.0827438086271286, -0.12571360170841217, -0.014548703096807003, 0.09535026550292969, 0.0002836966887116432, -0.11817079037427902, 0.012561514973640442, -0.08597052842378616, -0.0012143510393798351, -0.08820867538452148, 0.020367540419101715, -0.06451120972633362, -0.016044294461607933, -0.03967969864606857, -0.059051062911748886, 0.08796267956495285, -0.13683757185935974, -0.11241093277931213, -0.0689874142408371, 0.015152040868997574, -0.028927680104970932, 0.003456209786236286, 0.43995383381843567, 0.06167783588171005, 0.0067341383546590805, -0.018300602212548256, 0.0790705606341362, -0.19734707474708557, -0.303526908159256, 0.018607912585139275, -0.016337811946868896, -0.20099054276943207, 0.04266226664185524, 0.06702099740505219, -0.03002224490046501, -0.032481081783771515, -0.08800245821475983, -0.013213365338742733, -0.11434964835643768, 0.08048567175865173, -0.004996435716748238, 0.012277546338737011, 0.002665247768163681, 0.1291670799255371, 0.0179237462580204, 0.003437609411776066, 0.025208421051502228, -0.015263784676790237, -0.09496960788965225, 0.18560144305229187, -0.049850501120090485, 0.004170725587755442, -0.1419079601764679, -0.10889293253421783, 0.031226862221956253, 0.0008339770138263702, 0.07094369828701019, -0.12454362213611603, 0.0268567968159914, -0.07241269201040268, 0.05726858228445053, 0.03182823210954666, 0.1546555608510971, 0.033820830285549164, 0.1188913881778717, 0.041353121399879456, -0.061216749250888824, -0.03121742606163025, -0.06511838734149933, -0.0505574606359005, -0.05513736978173256, 0.030647151172161102, -0.03431174159049988, -0.005377937573939562, 0.00045494455844163895, -0.004605503752827644, 0.06025014817714691, 0.037106018513441086, -0.029537444934248924, 0.04686465114355087, -0.06414273381233215, 0.012732051312923431, 0.09959221631288528, -0.016213228926062584, 0.1560257375240326, 0.11804190278053284, -0.06791239231824875, 0.02337239310145378, 0.014199826866388321, 0.0397854819893837, 0.0049956305883824825, -0.020416002720594406, 0.06930948793888092, -0.09691944718360901, -0.05601389333605766, 0.030041750520467758, -0.10150870680809021, 0.03342348709702492, 0.01032603532075882, -0.0011722343042492867, -0.18368208408355713, 0.04938807338476181, 0.14411525428295135, -0.13478615880012512, 0.15365347266197205, 0.19288477301597595, 0.013615449890494347, 0.026409907266497612, -0.025434646755456924, -0.02776951901614666, 0.04637371003627777, -0.005872668698430061, -0.03452298045158386, 0.050852201879024506, -0.040837280452251434, -0.004666278138756752, 0.07747749984264374, 0.06167810410261154, 0.06033334508538246, -0.12561801075935364, -0.08898838609457016, -0.015256699174642563, -0.03574424982070923, -0.19967056810855865, 0.019894933328032494, 0.0120881712064147, 0.08120361715555191, 0.01798786222934723, -0.14273416996002197, 0.16370728611946106, -0.047172244638204575, -0.059423014521598816, 0.09498994052410126, -0.158576101064682, -0.27969008684158325, -0.08895675837993622, -0.15149825811386108, -0.029681570827960968, 0.017654718831181526, -0.01646052673459053, -0.11343054473400116, 0.015307275578379631, 0.04583919048309326, -0.10174435377120972, -0.18339890241622925, -0.07703158259391785, -0.016230182722210884, 0.012153733521699905, -0.05609019100666046, -0.0822778046131134, -0.012132828123867512, -0.02625986561179161, 0.015002577565610409, 0.155453160405159, -0.1074807345867157, 0.1071431040763855, 0.13126258552074432, -0.12709423899650574, 0.0780811682343483, -0.022631637752056122, -0.07029307633638382, -0.008631817065179348, -0.09433707594871521, 0.11149954795837402, 0.015177823603153229, 0.023409662768244743, 0.052947528660297394, 0.006186364218592644, -0.122708261013031, -0.0108496630564332, -0.04596821963787079, -0.19154945015907288, -0.1645379364490509, -0.18587520718574524, 0.01642460562288761, 0.12668167054653168, 0.15808291733264923, 0.12517300248146057, 0.07008890807628632, -0.0035957470536231995, 0.1665409505367279, -0.013026151806116104, -0.08659310638904572, 0.010443437844514847, 0.06120289862155914, 0.03182114660739899, -0.017683710902929306, -0.091464564204216, 0.023705435916781425, 0.060835935175418854, 0.23916110396385193, 0.2828713357448578, 0.15587221086025238, -0.0356580875813961, 0.040180329233407974, 0.16215652227401733, 0.14564436674118042, 0.10828506946563721, 0.08527421951293945, 0.0009185262024402618, 0.05040886998176575, 0.010548143647611141, -0.025495558977127075, 0.002694283612072468, 0.14535748958587646, -0.07128655910491943, -0.012291299179196358, -0.21210047602653503, -0.0461738221347332, -0.1417461484670639, 0.11670558154582977, -0.2634992003440857, 0.10664135962724686, -0.0014599328860640526, 0.06358363479375839, -0.0534445121884346, 0.09671932458877563, -0.010254553519189358, -0.036352984607219696, 0.10476720333099365, 0.061815276741981506, 0.03019433096051216, -0.06914705783128738, -0.02830532193183899, 0.01847383752465248, -0.20906318724155426, 0.06430508196353912, 0.12930241227149963, -0.08775071799755096, 0.262326180934906, 0.00774427130818367, -0.09751307964324951, -0.12405934184789658, -0.10924957692623138, -0.04740307852625847, 0.04712177813053131, 0.13108669221401215, 0.04163407161831856, -0.2859986126422882, -0.1640441119670868, -0.02010304480791092, 0.0363878458738327, 0.12365277111530304, 0.03914715349674225, -0.1417514681816101, 0.051576167345047, 0.025141796097159386, -0.04163288325071335, -0.03337443992495537, -0.02097734622657299, -0.06348389387130737, -0.10460032522678375, 0.1797984540462494, 0.011441059410572052, 0.026110641658306122, 0.07545936107635498, -0.08660179376602173, 0.06863027811050415, 0.03004877269268036, 0.04663681238889694, -0.07941338419914246, -0.0628613531589508, 0.012406500056385994, 0.03663843125104904, -0.05890554189682007, -0.0043659508228302, 0.006464432924985886, 0.0019461167976260185, -0.25972872972488403, 0.07222557812929153, -0.010360748507082462, 0.10341539978981018, -0.047526612877845764, 0.04720938205718994, 0.0028107445687055588, -0.004373268224298954, 0.04480155184864998, 0.031854644417762756, -0.018637683242559433, -0.0263340026140213, 0.23119354248046875, 0.04943455755710602, 0.014304198324680328, 0.24234163761138916, -0.0034164581447839737, -0.022684136405587196, 0.06290445476770401, 0.046460025012493134, 0.15296360850334167, 0.04201535880565643, -0.03536783158779144, 0.19858887791633606, 0.18095138669013977, -0.02760486491024494, -0.31514742970466614, 0.02771732397377491, -0.1714036762714386, -0.0781460776925087, -0.09460785984992981, -0.20769643783569336, 0.15090590715408325, 0.12987570464611053, -0.04911164939403534, 0.2703644931316376, -0.07446227967739105, 0.011150429025292397, 0.16048753261566162, -0.017906181514263153, 0.18600791692733765, -0.031114652752876282, -0.12340185046195984, -0.13447093963623047, -0.12898942828178406, 0.23809123039245605, -0.034150127321481705, 0.013978114351630211, -0.04846712574362755, 0.17201335728168488, -0.021341849118471146, -0.014658424071967602, 0.09601186960935593, 0.15704721212387085, 0.12564590573310852, -0.049263179302215576, -0.07635277509689331, 0.07554855942726135, -0.10047801584005356, 0.13423193991184235, 0.027617262676358223, 0.004555872175842524, -0.09223061800003052, 0.010443183593451977, -0.05478344485163689, 0.05691556632518768, 0.1075112521648407, -0.009930811822414398, -0.057591818273067474, -0.013951859436929226, -0.07875417172908783, 0.010358224622905254, 0.1036008819937706, -0.016395971179008484, 0.11508569866418839, 0.09194306284189224, -0.022358926013112068, -0.06987864524126053, 0.09024869650602341, -0.07735313475131989, -0.13476821780204773, 0.11174898594617844, -0.1718408167362213, 0.031486645340919495, 0.07622523605823517, 0.02586405724287033, 0.028432022780179977, 0.10492850095033646, 0.0013286508619785309, -0.031002193689346313, 0.12839162349700928, -0.011448991484940052, 0.00834784097969532, 0.10642777383327484, -0.007877633906900883, 0.07297232747077942, 0.11306171119213104, -0.010713135823607445, 0.02002759836614132, -0.025463726371526718, -0.025119107216596603, 0.042972005903720856, -0.10328447818756104, -0.024594400078058243, 0.10617783665657043, 0.06639683246612549, -0.18405970931053162, 0.2383274883031845, -0.0005863942205905914, -0.05989179387688637, 0.03280013054609299, -0.10187716782093048, -0.0870414674282074, -0.1074485033750534, -0.10449190437793732, 0.1831027716398239, -0.012940631248056889, -0.20722012221813202, 0.15300989151000977, -0.0976606011390686, 0.09608352929353714, 0.10460291802883148, 0.005941194482147694, 0.1083843857049942, 0.0573979988694191, -0.0457213893532753, -0.0511464923620224, -0.12630657851696014, -0.18027594685554504, 0.04058210551738739, -0.10630752146244049, -0.19926834106445312, -0.07086441665887833, 0.19327843189239502, -0.02536744624376297, -0.09647375345230103, -0.11598312109708786, 0.13601770997047424, -0.08032368123531342, 0.05073339492082596, 0.02617841586470604, 0.03361990675330162, 0.11346480250358582, 0.08186990022659302, -0.01648782379925251, 0.014826888218522072, -0.1388448178768158, 0.06735564768314362, 0.06165408343076706, 0.0062480345368385315, -0.11080106347799301, -0.03156803548336029, 0.020278822630643845, 0.09297756850719452, 0.07770304381847382, 0.1472226083278656, -0.0430460125207901, 0.16046474874019623, -0.15488523244857788, -0.17137952148914337, 0.13432279229164124, 0.05794200301170349, 0.03074106015264988, 0.07385389506816864, -0.009049590677022934, 0.11480888724327087, -0.14216455817222595, 0.10657545179128647, -0.07340238988399506, -0.07149019092321396, -0.004269712138921022, -0.24868640303611755, -0.11131344735622406, 0.0030768481083214283, -0.002480459399521351, 0.1503777652978897, 0.046171821653842926, 0.03784798085689545, 0.01931682601571083, -0.030350539833307266, 0.06084983050823212, -0.053404051810503006, 0.0038921404629945755, -0.12043380737304688, -0.07068643718957901, 0.05330926924943924, 0.0077537670731544495, -0.053645722568035126, 0.4335330128669739, 0.05028167739510536, -0.2219652235507965, -0.05455561727285385, 0.13380739092826843, -0.17733000218868256, 0.01682284101843834, 0.2446289360523224, 0.052962712943553925, -0.05174876004457474, 0.09715354442596436, 0.0708717629313469, -0.04193110018968582, 0.14926886558532715, 0.10072533786296844, 0.13275161385536194, 0.04061661660671234, 0.010707225650548935, 0.1775190234184265, -0.04444456845521927, 0.03266986459493637, -0.06116216629743576, -0.0191803015768528, 0.08047313243150711, 0.04309844225645065, -0.06959947943687439, -0.07009357959032059, 0.059502311050891876, 0.021764421835541725, -0.06520645320415497, -0.05007002130150795, -0.12199006974697113, -0.20374122262001038, -0.049922361969947815, -0.15986114740371704, 0.05783827602863312, 0.01763707771897316, -0.049919769167900085, 0.25168362259864807, 0.0418381467461586, 0.015033789910376072, -0.06352178752422333, -0.14397478103637695, 0.10262209177017212, 0.06779555976390839, -0.07991734147071838, -0.10513854771852493, 0.0025666349101811647, -0.047097347676754, 0.08612893521785736, -0.06529542803764343, 0.002584883477538824, 0.008708237670361996, 0.06091479957103729, -0.007601127959787846, -0.17682087421417236, -0.039788488298654556, -0.03518420830368996, 0.05322357267141342, -0.10191584378480911, 0.024701625108718872, 0.019256796687841415, -0.008446665480732918, 0.042473163455724716, 0.07974457740783691, -0.0073882341384887695, 0.029561566188931465, 0.037052612751722336, 0.2366163432598114, -0.04043808579444885, 0.07875514030456543, -0.045213498175144196, -0.05478323623538017, -0.06730221211910248, 0.09063239395618439, 0.28978508710861206, 0.054096873849630356, 0.004465293604880571, 0.01912260428071022, 0.0336294025182724, -0.0027941432781517506, 0.13343936204910278, 0.0514802485704422, 0.002061912789940834, 0.01892254129052162, -0.1224706619977951, 0.02375161647796631, -0.018809311091899872, -0.06343568861484528, 0.005161426495760679, 0.04651228338479996, -0.11015701293945312, -0.1753898411989212, 0.08011411130428314, -0.3134639859199524, 0.17466023564338684, 0.2384515404701233, -0.02283325046300888, -0.07867591828107834, -0.04101889580488205, -0.015158739872276783, -0.010335259139537811, 0.009846126660704613, -0.0896759107708931, -0.03795070946216583, -0.1053420901298523, -0.0013083706144243479, -0.3635273575782776, -0.14478617906570435, -0.0499005988240242, 0.12300188839435577, 0.12541651725769043, 0.0183970145881176, 0.13216425478458405, 0.00009990762919187546, 0.073330357670784, -0.05120394378900528, 0.11394001543521881, -0.048720985651016235, 0.07602480053901672, -0.04093450307846069, 0.0022329408675432205, -0.03709718585014343, 0.02205895446240902, 0.0779818519949913, -0.05039586126804352, -0.08225041627883911, 0.06770557910203934, 0.03857873007655144, -0.12350104749202728, -0.06126325950026512, -0.03105618804693222, 0.07733145356178284, 0.02879011258482933, 0.016253501176834106, -0.04001689702272415, -0.008528286591172218, 0.052439428865909576, 0.046382367610931396, -0.1345912367105484, -0.03429728001356125, 0.07007908821105957, -0.11517062783241272, -0.007306506857275963, 0.04073435813188553, -0.1848677694797516, 0.09359568357467651, -0.06751413643360138, -0.018689943477511406, 0.010841764509677887, 0.047989677637815475, 0.14690877497196198, 0.0866391509771347, -0.034527525305747986, -0.11150388419628143, 0.15796320140361786, 0.05700235813856125, -0.00697527639567852, -0.05486486107110977 ]
87237e05c6954c7cefd3411b9642fba71ca6e6b0
# Dataset Card for "patched_test_p_20_f_SPOUT_m1_predictions" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
roa7n/patched_test_p_20_f_SPOUT_m1_predictions
[ "region:us" ]
2023-02-22T11:37:51+00:00
{"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sequence_str", "dtype": "string"}, {"name": "label", "dtype": "int64"}, {"name": "m1_preds", "dtype": "float32"}], "splits": [{"name": "train", "num_bytes": 524213737, "num_examples": 1607399}], "download_size": 54370586, "dataset_size": 524213737}}
2023-02-22T11:38:05+00:00
[]
[]
TAGS #region-us
# Dataset Card for "patched_test_p_20_f_SPOUT_m1_predictions" More Information needed
[ "# Dataset Card for \"patched_test_p_20_f_SPOUT_m1_predictions\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"patched_test_p_20_f_SPOUT_m1_predictions\"\n\nMore Information needed" ]
[ 6, 30 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"patched_test_p_20_f_SPOUT_m1_predictions\"\n\nMore Information needed" ]
[ -0.1947389543056488, 0.04629341885447502, -0.001147035276517272, -0.001527710584923625, 0.07559976726770401, 0.005451813340187073, 0.03798801451921463, 0.0637405663728714, 0.19513237476348877, 0.04924873262643814, 0.20879563689231873, 0.05295310169458389, -0.003887979779392481, 0.3648913502693176, -0.06894560158252716, -0.010265292599797249, 0.02005787193775177, -0.015852004289627075, -0.025112729519605637, 0.17549893260002136, 0.02414335310459137, -0.08731018751859665, 0.08758723735809326, -0.023014292120933533, -0.21245482563972473, 0.07219631224870682, 0.02455361932516098, -0.08335255086421967, 0.0028048157691955566, -0.12410775572061539, 0.14439556002616882, -0.0024748456198722124, 0.011207601055502892, -0.027757883071899414, 0.014652499929070473, -0.014712082222104073, -0.002113515045493841, 0.03992288559675217, 0.1242542415857315, -0.04270803928375244, -0.06007370352745056, 0.03485060855746269, 0.03701028972864151, 0.021633129566907883, -0.11810936778783798, -0.13975271582603455, -0.11456789076328278, -0.0004722409066744149, 0.002992813242599368, 0.02351832576096058, 0.01225907914340496, 0.2629384994506836, -0.17499519884586334, 0.024500610306859016, 0.1478392332792282, -0.041596319526433945, 0.06050394847989082, 0.044035859405994415, -0.04635903611779213, 0.019439753144979477, 0.01237465813755989, -0.00450702290982008, 0.09307880699634552, 0.0017783958464860916, -0.08306494355201721, -0.0018337226938456297, 0.02380530722439289, 0.10544748604297638, -0.1591968983411789, -0.14563457667827606, 0.35480180382728577, -0.010209893807768822, -0.04786466434597969, -0.004282660782337189, -0.02017945609986782, -0.08429592102766037, 0.020416259765625, -0.01184435561299324, 0.01379782147705555, -0.06689808517694473, 0.04660962149500847, 0.1251322478055954, -0.08787347376346588, -0.18357166647911072, -0.16124622523784637, 0.20251524448394775, -0.016598748043179512, 0.13393442332744598, -0.147091343998909, 0.0683119148015976, -0.058539874851703644, -0.019809208810329437, 0.021057920530438423, -0.10650818049907684, -0.08303584158420563, -0.019007105380296707, -0.0933385044336319, -0.07391708344221115, 0.0740535631775856, 0.11036711931228638, 0.02448577620089054, 0.04236035421490669, 0.05216659978032112, 0.03520933538675308, 0.11913416534662247, -0.07870391011238098, -0.08797015994787216, 0.14898347854614258, -0.03142167255282402, -0.047164179384708405, -0.05514608696103096, -0.05393099784851074, 0.03161673992872238, -0.016507605090737343, 0.03503844514489174, 0.06622900813817978, -0.0709255039691925, -0.06431467831134796, -0.0707559734582901, -0.06740517169237137, 0.07233048975467682, -0.1347094476222992, -0.06703038513660431, 0.07808460295200348, -0.12555064260959625, -0.03759879246354103, -0.037065666168928146, -0.024627726525068283, 0.05949290469288826, -0.015097185969352722, -0.10293054580688477, -0.021100128069519997, -0.09333498775959015, -0.043292004615068436, 0.03829801455140114, -0.05160591006278992, 0.029428118839859962, -0.06148840859532356, -0.2922850549221039, -0.039976563304662704, -0.06047075241804123, -0.006239363923668861, 0.09466030448675156, 0.03713122382760048, 0.03502631187438965, -0.027128200978040695, -0.020875710994005203, 0.21548223495483398, -0.06273500621318817, 0.07988296449184418, 0.049590013921260834, 0.01275633741170168, -0.006210500840097666, 0.02807537652552128, -0.10238194465637207, 0.024075645953416824, -0.13883669674396515, -0.010534897446632385, -0.15993203222751617, 0.04808766767382622, -0.055458325892686844, -0.06703643500804901, -0.07123235613107681, 0.022654283791780472, 0.010427132248878479, 0.14185485243797302, -0.16483548283576965, -0.034801267087459564, 0.09680677950382233, -0.17523479461669922, -0.14390024542808533, -0.024347415193915367, -0.012731729075312614, -0.03228539973497391, -0.0019087176769971848, 0.31118854880332947, 0.01939312554895878, -0.07947131246328354, 0.0871170312166214, 0.08175717294216156, -0.1500127613544464, -0.22955384850502014, 0.17479397356510162, -0.015595008619129658, -0.25281399488449097, 0.06900022178888321, -0.028783947229385376, 0.014916090294718742, -0.07682688534259796, -0.0339839942753315, -0.03084324672818184, -0.09415962547063828, 0.05145533010363579, 0.001803998602554202, 0.05763391777873039, -0.11108678579330444, 0.09685550630092621, 0.032246384769678116, 0.12197853624820709, 0.04025210067629814, -0.06297923624515533, -0.033802732825279236, 0.17651331424713135, -0.10967955738306046, -0.0764717385172844, -0.1961071491241455, -0.045589350163936615, 0.018860001116991043, -0.06659737974405289, -0.009073576889932156, -0.003447930561378598, 0.0710296630859375, -0.057150404900312424, 0.07915481179952621, 0.02840738371014595, 0.04453129321336746, 0.029293924570083618, -0.06255920231342316, 0.0004535537154879421, 0.0015101548051461577, -0.07038723677396774, -0.018557846546173096, -0.10767855495214462, -0.07511244714260101, 0.06825125217437744, 0.06003985553979874, -0.02114281803369522, -0.04940158128738403, 0.14806637167930603, -0.05811706930398941, 0.052545707672834396, -0.026589805260300636, 0.03019425831735134, -0.04851369559764862, 0.00842672772705555, 0.04243948683142662, -0.08885540813207626, 0.22133925557136536, 0.11520781368017197, -0.053341228514909744, -0.048503242433071136, -0.09040690958499908, -0.07903628051280975, 0.006003795191645622, -0.056804727762937546, 0.01598002389073372, -0.06289581209421158, -0.06405407190322876, 0.02879469096660614, -0.07521090656518936, -0.04525331035256386, 0.04069577530026436, -0.030093804001808167, -0.06887336075305939, 0.15139968693256378, 0.05990009754896164, -0.17174752056598663, 0.13358211517333984, 0.14272302389144897, 0.07357818633317947, 0.04751896113157272, -0.11333312839269638, -0.16649270057678223, -0.0026335767470300198, 0.031088287010788918, -0.07924193143844604, 0.15578818321228027, -0.08391304314136505, 0.03389350697398186, 0.11902608722448349, -0.012082147412002087, 0.08591697365045547, -0.11925375461578369, -0.13177490234375, -0.005973226390779018, 0.02525465562939644, -0.21456162631511688, 0.06054181978106499, 0.007463152054697275, 0.11832746118307114, -0.04001914709806442, -0.026624569669365883, 0.10200933367013931, -0.022072259336709976, -0.12242112308740616, 0.13851411640644073, -0.11240744590759277, -0.2277185171842575, -0.020912721753120422, 0.017033260315656662, 0.025308355689048767, -0.014708819799125195, -0.044432383030653, -0.13410703837871552, -0.05295839160680771, -0.051024459302425385, -0.08867508172988892, -0.14756055176258087, 0.018071208149194717, -0.031895820051431656, -0.019539369270205498, 0.025430386886000633, -0.04593297094106674, 0.016890602186322212, -0.08509494364261627, 0.1769426465034485, 0.10381589084863663, -0.0366869792342186, 0.09372645616531372, 0.10812167823314667, 0.00157747115008533, 0.13389694690704346, -0.012650313787162304, 0.12710216641426086, 0.021719638258218765, -0.16085951030254364, 0.17022551596164703, 0.004178116098046303, -0.03314102441072464, -0.030651772394776344, 0.02201290801167488, -0.14189580082893372, 0.02595685049891472, -0.06147771328687668, -0.10721100866794586, -0.21527156233787537, -0.12918201088905334, -0.023082366213202477, -0.012550218030810356, 0.07090295851230621, 0.021102532744407654, -0.12482848018407822, 0.11027888208627701, 0.10537123680114746, -0.11169979721307755, -0.2073546200990677, -0.067520871758461, -0.020856112241744995, -0.038467030972242355, 0.0016916643362492323, -0.10121004283428192, 0.00031145327375270426, 0.13000276684761047, 0.025004252791404724, 0.12970273196697235, 0.01379383634775877, 0.01656218431890011, 0.07598979771137238, 0.16217303276062012, 0.08934379369020462, 0.14441366493701935, 0.1100090742111206, -0.021609699353575706, 0.018030529841780663, -0.04123798757791519, -0.06557641178369522, -0.016195129603147507, 0.07238548994064331, -0.05658520385622978, -0.09208060055971146, -0.18905052542686462, -0.013171831145882607, -0.1701900064945221, 0.08014987409114838, -0.2817111313343048, 0.04425468295812607, -0.025991782546043396, 0.06463770568370819, -0.046148188412189484, 0.11033536493778229, 0.050031501799821854, -0.10410954058170319, 0.0717177540063858, -0.017796557396650314, 0.041027918457984924, 0.09416846185922623, -0.0025131190195679665, -0.07298047840595245, 0.014871800318360329, -0.052695345133543015, 0.13268645107746124, -0.18989795446395874, 0.21620245277881622, -0.01690283603966236, -0.08732955157756805, -0.07443313300609589, -0.07973603159189224, 0.03441767767071724, -0.10759367048740387, 0.20418310165405273, -0.007535263895988464, -0.12970267236232758, -0.20056471228599548, -0.1260470598936081, -0.009771095588803291, 0.051281969994306564, -0.03317313641309738, -0.06558811664581299, 0.07496729493141174, 0.023824920877814293, -0.017431745305657387, -0.11488987505435944, -0.09865476191043854, 0.0809311494231224, 0.014646992087364197, -0.07632908970117569, -0.17734834551811218, -0.03371428698301315, -0.08430184423923492, -0.167753666639328, -0.03525831177830696, 0.05100551247596741, -0.05421092361211777, -0.15230496227741241, 0.12933054566383362, 0.18080934882164001, -0.021073520183563232, -0.008389006368815899, 0.06277300417423248, 0.03179280832409859, 0.04257093369960785, -0.17575009167194366, 0.09819730371236801, -0.07287213951349258, -0.002351258648559451, -0.05199390649795532, 0.15941563248634338, 0.05014551803469658, 0.047195035964250565, -0.03971882909536362, 0.023428577929735184, -0.05849182605743408, -0.09465833008289337, 0.13745474815368652, -0.10766945779323578, 0.1230621337890625, 0.22061070799827576, 0.10393507778644562, 0.11105430126190186, 0.03748093917965889, 0.0331902913749218, 0.1705056130886078, 0.051272712647914886, -0.0009479429572820663, 0.14978790283203125, 0.07345525175333023, 0.0182962603867054, -0.24267129600048065, 0.032905347645282745, -0.024988863617181778, 0.034300994127988815, 0.08632063865661621, -0.09005634486675262, 0.15005145967006683, 0.15008875727653503, -0.030545080080628395, 0.20443439483642578, -0.20339390635490417, -0.04335692897439003, 0.2882233262062073, 0.153424933552742, 0.21550866961479187, -0.08344154059886932, -0.08462490141391754, 0.04402218014001846, 0.08089323341846466, 0.17834046483039856, -0.06119561195373535, 0.0263698548078537, -0.05932622030377388, 0.0856105238199234, 0.05157940834760666, -0.1039949432015419, 0.15979298949241638, 0.0604352131485939, 0.08117158710956573, -0.03475991636514664, -0.006211793515831232, 0.0026592910289764404, 0.00527915870770812, 0.13210123777389526, 0.07744134962558746, 0.0980110615491867, -0.1975768357515335, -0.02869677171111107, -0.01226675696671009, 0.05367574840784073, 0.0494837686419487, -0.016568060964345932, -0.040596604347229004, -0.01088991854339838, -0.12295613437891006, -0.06576680392026901, -0.023575428873300552, -0.008722102269530296, 0.03960173577070236, 0.11088640987873077, 0.0007783189648762345, -0.010887496173381805, -0.14420640468597412, -0.03250763192772865, -0.019225945696234703, 0.049929775297641754, -0.1409437358379364, -0.025548329576849937, 0.14343398809432983, 0.117589570581913, 0.01638834737241268, 0.04245349019765854, -0.09675601869821548, -0.0261794775724411, 0.07016134262084961, -0.1853412389755249, 0.06838826835155487, -0.024191614240407944, -0.04725424200296402, -0.03719044849276543, 0.009357417933642864, -0.005033861380070448, 0.010029612109065056, -0.013709385879337788, -0.06622501462697983, 0.05416315793991089, -0.034464411437511444, 0.25560158491134644, 0.1719571053981781, 0.03426354005932808, -0.2118195742368698, 0.13731423020362854, -0.05766483396291733, -0.1174347847700119, 0.012541661038994789, -0.022519735619425774, -0.10458121448755264, -0.0630086213350296, 0.04143926873803139, 0.24097387492656708, -0.02931070700287819, -0.1012553721666336, -0.06983191519975662, -0.09928353130817413, 0.10829082876443863, 0.21861512959003448, 0.1438332200050354, 0.07401051372289658, 0.031236466020345688, -0.12299598753452301, 0.01050284318625927, 0.011790153570473194, 0.08869955688714981, -0.011458827182650566, -0.09250877797603607, 0.007056236267089844, -0.01079532876610756, 0.14809969067573547, -0.10062219202518463, -0.05879639461636543, -0.07666441798210144, 0.08309803158044815, -0.008136918768286705, 0.016426194459199905, 0.028698250651359558, -0.03400186449289322, 0.04319676011800766, 0.0029670153744518757, -0.04574402794241905, 0.021962130442261696, -0.15782572329044342, 0.11571840941905975, 0.07219280302524567, 0.023637529462575912, -0.07576356828212738, -0.010779223404824734, 0.07854171842336655, 0.04707598686218262, 0.03408128023147583, 0.25797027349472046, 0.01809551753103733, 0.06376756727695465, -0.061115849763154984, -0.09818356484174728, 0.057849325239658356, 0.0493490993976593, 0.05184929817914963, -0.07780192047357559, 0.04480670019984245, 0.08997973054647446, -0.08640886843204498, 0.08541513979434967, -0.00031719505204819143, -0.08666501939296722, -0.05950909107923508, -0.026639770716428757, 0.0051282355561852455, -0.08291244506835938, -0.0923507884144783, 0.1259322464466095, 0.13434472680091858, -0.011152662336826324, 0.05242162197828293, -0.0016115650068968534, -0.09823044389486313, -0.0639193058013916, -0.029943931847810745, -0.068434938788414, -0.0720512717962265, 0.16136646270751953, 0.09122248739004135, -0.011526694521307945, 0.41036877036094666, -0.0487622395157814, -0.04814659804105759, -0.03777701035141945, 0.16448840498924255, 0.1414838582277298, 0.021372446790337563, 0.25662264227867126, 0.04714437201619148, -0.018201155588030815, -0.004983050748705864, 0.05885457247495651, 0.028389597311615944, -0.053522877395153046, 0.0938989669084549, 0.0994386225938797, -0.07925578206777573, 0.016307227313518524, -0.04523768648505211, -0.05855637043714523, 0.1440333127975464, 0.022059861570596695, -0.07429797947406769, -0.010198071599006653, 0.11222071945667267, 0.06670030951499939, 0.02420540526509285, -0.049325697124004364, 0.02047542668879032, -0.019896605983376503, -0.06969703733921051, -0.09041102230548859, -0.1465766727924347, -0.01771363988518715, -0.12939000129699707, 0.0378313772380352, -0.03853422403335571, -0.002128705382347107, 0.2654044032096863, 0.07178925722837448, 0.012083999812602997, 0.12044159322977066, -0.06243933364748955, 0.03482042998075485, 0.03749818354845047, -0.01300722360610962, -0.10044445842504501, 0.009309614077210426, -0.05667092278599739, 0.14310410618782043, -0.07480442523956299, -0.018358051776885986, -0.09059002995491028, 0.02829946205019951, 0.02008478343486786, -0.04438669607043266, -0.024572204798460007, -0.07042606174945831, 0.0002478260430507362, -0.023870209231972694, -0.006642901338636875, 0.032383039593696594, 0.059346556663513184, -0.03466444090008736, 0.07054765522480011, 0.03941433131694794, 0.10790016502141953, -0.04039501026272774, 0.15715864300727844, -0.0020121752750128508, 0.04646369814872742, 0.05750356987118721, -0.042316872626543045, -0.029263343662023544, 0.16959667205810547, 0.1532156765460968, -0.03505901247262955, -0.046957843005657196, 0.009245580993592739, 0.02172502502799034, 0.024543296545743942, 0.1315547525882721, 0.005969395395368338, 0.09948776662349701, -0.023761164397001266, -0.06752922385931015, -0.07302965223789215, -0.04527527838945389, 0.0331389382481575, 0.0496511235833168, 0.12990491092205048, -0.07131277024745941, -0.08767695724964142, 0.14212830364704132, -0.07213159650564194, 0.018476085737347603, 0.018497396260499954, -0.003286168444901705, -0.09326283633708954, -0.01553083211183548, -0.010725373402237892, 0.017439905554056168, -0.0016585588455200195, -0.09833730757236481, 0.045774009078741074, -0.1108313575387001, -0.010771709494292736, -0.27270156145095825, -0.1913757622241974, 0.05685581639409065, 0.004551371093839407, 0.11347045749425888, -0.004588309209793806, 0.23774893581867218, -0.013303895480930805, -0.014936631545424461, -0.07611711323261261, 0.086553655564785, 0.04673672467470169, 0.03940949589014053, 0.022124838083982468, 0.1140327900648117, 0.05429159477353096, -0.09965089708566666, -0.014463089406490326, -0.08301997929811478, -0.05229153484106064, -0.017742926254868507, 0.019464123994112015, -0.06253606826066971, 0.028001397848129272, -0.1069234162569046, 0.12208298593759537, 0.00026791245909407735, -0.04386647790670395, 0.033960118889808655, -0.05376144498586655, 0.11204519122838974, -0.01168770156800747, -0.10550986230373383, 0.05329263210296631, -0.07154931128025055, -0.013142230920493603, 0.0076194582507014275, -0.08562952280044556, -0.15505483746528625, 0.0214675460010767, -0.10186553001403809, -0.0267664585262537, 0.07120183855295181, 0.012560764327645302, 0.029710397124290466, 0.09151438623666763, -0.031600069254636765, 0.13482248783111572, 0.04172500967979431, 0.05999758094549179, -0.08533819764852524, -0.09944216907024384 ]
e5cf99702c7aed0e984a46bdbf8b0565eba6bc2a
annotations_creators: - found language: - Tamil language_creators: - found license: [] multilinguality: - multilingual pretty_name: tamilwikipediadataset size_categories: - 100K<n<1M source_datasets: [] tags: [] task_categories: - summarization task_ids: []
Abirami/tamilwikipediadataset
[ "region:us" ]
2023-02-22T11:50:04+00:00
{}
2023-02-22T12:42:51+00:00
[]
[]
TAGS #region-us
annotations_creators: - found language: - Tamil language_creators: - found license: [] multilinguality: - multilingual pretty_name: tamilwikipediadataset size_categories: - 100K<n<1M source_datasets: [] tags: [] task_categories: - summarization task_ids: []
[]
[ "TAGS\n#region-us \n" ]
[ 6 ]
[ "passage: TAGS\n#region-us \n" ]
[ 0.024608636274933815, -0.026205500587821007, -0.009666500613093376, -0.10395516455173492, 0.08638657629489899, 0.059816278517246246, 0.01882290467619896, 0.020661840215325356, 0.23975107073783875, -0.005599027033895254, 0.1219947561621666, 0.0015615287702530622, -0.037353623658418655, 0.03733762726187706, -0.0035912662278860807, -0.17583473026752472, 0.03876631706953049, -0.018274923786520958, 0.01843859627842903, 0.026470553129911423, -0.07776834815740585, -0.07564429938793182, 0.015296397730708122, -0.10247814655303955, -0.083692267537117, 0.11002834886312485, 0.031466204673051834, -0.019670886918902397, 0.10779199749231339, -0.04243955761194229, 0.18699054419994354, -0.011512263678014278, -0.11213519424200058, -0.2536850869655609, 0.021806683391332626, -0.01765260472893715, -0.08747660368680954, 0.01506110467016697, 0.0665089413523674, -0.09014441072940826, -0.0588928684592247, 0.0795099288225174, -0.01132340170443058, 0.04246443510055542, -0.27593839168548584, -0.12684126198291779, -0.05297930911183357, -0.1421966552734375, 0.08651168644428253, 0.04035491496324539, 0.008764253929257393, 0.15506891906261444, -0.20897391438484192, 0.004104613792151213, 0.08255259692668915, -0.2538507878780365, 0.05591634660959244, 0.17671173810958862, 0.03623908758163452, 0.18037272989749908, 0.0060391901060938835, 0.11029672622680664, 0.0716743916273117, -0.024263937026262283, -0.17590197920799255, -0.08127854019403458, -0.04696211963891983, 0.16642488539218903, -0.06727185100317001, -0.14248386025428772, 0.34701237082481384, 0.00015008423360995948, 0.009657775051891804, 0.16921205818653107, -0.059524230659008026, -0.09972117841243744, 0.07259953022003174, 0.016484731808304787, 0.018492350354790688, 0.1471305936574936, 0.16307872533798218, -0.0458691343665123, -0.13837823271751404, -0.018630273640155792, -0.22798998653888702, 0.17510560154914856, -0.03248048573732376, 0.13137903809547424, -0.27447956800460815, 0.01684025302529335, -0.2570667266845703, 0.0032130838371813297, 0.04178816080093384, -0.06004921346902847, -0.0226522795855999, -0.013265985064208508, -0.08018817007541656, 0.004899587947875261, 0.06192673370242119, 0.1266920566558838, -0.06128726154565811, 0.06128238886594772, -0.09319206327199936, 0.141696035861969, 0.07166698575019836, 0.07868369668722153, 0.13037432730197906, 0.041205424815416336, -0.07187089323997498, -0.21872246265411377, -0.0026476888451725245, -0.06275863200426102, -0.09502086788415909, -0.0020165652967989445, -0.11606067419052124, 0.17244569957256317, -0.030802514404058456, -0.09825427830219269, -0.11208184063434601, 0.09148659557104111, -0.032992321997880936, -0.03437839448451996, -0.03552987426519394, -0.020977836102247238, 0.019381176680326462, 0.04704452306032181, -0.1548958420753479, -0.005131472367793322, 0.07039852440357208, 0.11502562463283539, -0.1346137970685959, -0.003783059772104025, -0.07908964157104492, 0.03039063885807991, 0.07654735445976257, -0.16510222852230072, 0.03158547356724739, -0.1124754324555397, -0.07531405985355377, 0.002912673633545637, -0.015710093080997467, -0.016202643513679504, 0.166526660323143, -0.0020451415330171585, 0.0714716836810112, -0.026345307007431984, -0.05890209600329399, -0.11243434250354767, -0.08489254862070084, 0.05390460044145584, 0.03670717030763626, 0.03266148269176483, -0.2193479984998703, 0.014805203303694725, -0.12762966752052307, 0.1360815018415451, -0.10566820204257965, -0.04705966264009476, -0.022842247039079666, 0.20562705397605896, 0.037286072969436646, 0.08762791007757187, -0.22171171009540558, 0.039756543934345245, -0.05404696613550186, 0.18480908870697021, -0.1502426266670227, -0.0799463614821434, 0.20813211798667908, -0.07964949309825897, -0.10115210711956024, 0.021235812455415726, 0.020391687750816345, 0.026287272572517395, 0.0766737088561058, 0.4564172327518463, -0.09766800701618195, -0.09146861732006073, 0.10178250074386597, 0.17055274546146393, -0.12427149713039398, -0.1827561855316162, 0.06446871906518936, -0.16666454076766968, -0.1973118633031845, 0.0018917324487119913, 0.09222044050693512, 0.038269978016614914, -0.07875611633062363, -0.020746968686580658, 0.06325206160545349, -0.0007678253459744155, 0.09095914661884308, 0.03755716234445572, 0.09034032374620438, -0.08716782182455063, 0.11115926504135132, -0.05017651244997978, 0.004037132486701012, 0.1343354731798172, 0.027325427159667015, -0.03223329409956932, 0.08694463223218918, -0.0485352948307991, 0.05295134335756302, -0.1662379503250122, -0.15068690478801727, 0.03398871049284935, 0.06283251196146011, 0.03186952322721481, 0.1280253529548645, 0.08141885697841644, -0.10732853412628174, 0.022690722718834877, -0.004228927195072174, 0.058398615568876266, 0.03891623765230179, 0.006107209715992212, 0.008764320984482765, 0.0961301177740097, -0.10607069730758667, -0.13589619100093842, -0.07336436957120895, -0.014715781435370445, 0.14371353387832642, -0.0302802175283432, 0.07690227776765823, -0.004240254405885935, 0.00013200697139836848, 0.06930823624134064, 0.08137880265712738, 0.016412746161222458, 0.08971183747053146, -0.05237193778157234, -0.05160155147314072, 0.10863113403320312, -0.13533565402030945, 0.17837053537368774, 0.14053137600421906, -0.20532016456127167, 0.029453208670020103, -0.06838275492191315, 0.03670361638069153, -0.008162540383636951, 0.0975119024515152, -0.08272241055965424, -0.02106042578816414, 0.013134466484189034, 0.0052274600602686405, -0.013007243163883686, 0.017682146281003952, -0.07295988500118256, -0.07787393033504486, -0.10233919322490692, 0.08436838537454605, 0.11562882363796234, -0.10282530635595322, 0.14214380085468292, 0.4384984076023102, 0.11495281755924225, 0.21582984924316406, -0.09581480920314789, -0.0412987545132637, 0.007486371789127588, 0.0001535322517156601, -0.04476691037416458, 0.08031861484050751, -0.15973517298698425, -0.038901735097169876, 0.027348900213837624, 0.07128690183162689, 0.11475157737731934, -0.14959022402763367, -0.09639324247837067, -0.00793045200407505, 0.0022841424215584993, -0.1249532699584961, 0.023905446752905846, -0.03974650055170059, 0.04015624523162842, 0.07232289016246796, -0.021535737439990044, 0.13939237594604492, -0.04166141897439957, -0.0639561116695404, 0.07585346698760986, -0.2017085999250412, -0.23179671168327332, -0.12309670448303223, -0.14680525660514832, 0.04366797208786011, 0.05154111236333847, 0.01726446859538555, -0.17635835707187653, -0.015074856579303741, 0.07706750929355621, 0.07820965349674225, -0.20886357128620148, -0.022814949974417686, -0.004290030337870121, 0.0895976573228836, -0.10227091610431671, -0.0017130117630586028, -0.04419664293527603, -0.10150232166051865, 0.0017003051470965147, 0.07279510796070099, -0.137485533952713, 0.13807645440101624, 0.21589438617229462, 0.07225540280342102, 0.07359948754310608, -0.019093448296189308, 0.09936179965734482, -0.10856141895055771, -0.16549113392829895, 0.08348225057125092, -0.06234746053814888, 0.047262318432331085, 0.17534415423870087, 0.03307317942380905, -0.13904969394207, -0.015682822093367577, -0.0402069091796875, -0.15603256225585938, -0.238995760679245, -0.09178274869918823, -0.1182505264878273, 0.16442428529262543, 0.0009358620154671371, 0.06651917099952698, 0.08258313685655594, -0.022042419761419296, 0.16447891294956207, -0.07379321753978729, -0.07578866183757782, -0.006978808436542749, 0.12375060468912125, -0.056660156697034836, -0.03080669604241848, -0.10566964000463486, -0.008295975625514984, 0.1151021271944046, 0.15304014086723328, 0.12214863300323486, 0.2957419455051422, 0.08268889784812927, 0.026645636186003685, 0.08958091586828232, 0.17622539401054382, 0.09495089203119278, 0.07838419824838638, -0.045413073152303696, -0.014814783819019794, 0.014317171648144722, -0.04022889584302902, 0.010141594335436821, 0.14683100581169128, -0.2679629921913147, -0.006678564939647913, -0.2710230350494385, 0.0965198427438736, -0.10913380235433578, 0.11837165057659149, -0.01015760749578476, 0.10194015502929688, 0.11082887649536133, 0.03233652561903, -0.03858073800802231, 0.16613617539405823, 0.08450309932231903, -0.11277695000171661, 0.001758623169735074, 0.03737903758883476, 0.09715615212917328, -0.02818971499800682, 0.12721189856529236, -0.11048974841833115, -0.1464834064245224, 0.013753619976341724, 0.07152791321277618, -0.15373679995536804, 0.3138748109340668, 0.012069208547472954, -0.13481520116329193, -0.01481647603213787, -0.09957809001207352, -0.006440147757530212, 0.1254177987575531, 0.09333524852991104, 0.07935678958892822, -0.2185502052307129, -0.13339371979236603, 0.05872276425361633, -0.00575496768578887, 0.22408108413219452, -0.034034017473459244, -0.11356475204229355, -0.027013886719942093, 0.04241163283586502, -0.06043251231312752, 0.08524788916110992, 0.023536119610071182, -0.08113526552915573, -0.032957352697849274, 0.05323701351881027, 0.012368366122245789, 0.00524376705288887, 0.09360801428556442, 0.020107939839363098, -0.0009265501867048442, 0.01785753294825554, 0.047885000705718994, -0.0675911232829094, -0.1984109878540039, 0.09357594698667526, -0.05215044692158699, 0.0015536568826064467, -0.08013670891523361, -0.15122665464878082, -0.08837161958217621, -0.16009655594825745, 0.12540200352668762, -0.034406669437885284, 0.12700119614601135, -0.06619787961244583, 0.17341409623622894, -0.07871770113706589, 0.04481020197272301, -0.047349292784929276, 0.050332702696323395, -0.007268077693879604, -0.07756082713603973, 0.16585899889469147, -0.15564003586769104, 0.01809087023139, 0.19572502374649048, -0.018915493041276932, 0.07177707552909851, 0.021322092041373253, -0.0636206790804863, 0.23147478699684143, 0.3014698624610901, 0.008138049393892288, 0.1665448248386383, 0.3018903136253357, -0.07466315478086472, -0.2642788887023926, -0.05505012720823288, -0.2841376066207886, -0.05371501296758652, 0.10716094076633453, -0.22523896396160126, 0.06986407935619354, 0.14383509755134583, -0.06471995264291763, 0.30228954553604126, -0.21825523674488068, 0.012589273042976856, 0.15434536337852478, -0.08868814259767532, 0.5515313148498535, -0.1133413165807724, -0.17677772045135498, -0.008122089318931103, -0.08741296827793121, 0.10602109134197235, -0.0340677872300148, 0.06877441704273224, 0.013465235009789467, 0.04797380417585373, 0.048932258039712906, -0.03111894056200981, 0.22701001167297363, 0.008710170164704323, 0.09015397727489471, -0.07378865778446198, -0.18624304234981537, 0.11639340221881866, -0.04359482601284981, -0.08891059458255768, 0.0849778801202774, -0.05942516401410103, -0.11078983545303345, 0.04663389176130295, -0.07950539886951447, -0.024862350896000862, 0.08423490077257156, -0.04678233340382576, -0.042606171220541, -0.008054176345467567, -0.1618063747882843, -0.0002289071271661669, 0.31360217928886414, -0.07096036523580551, 0.16695955395698547, 0.03677211329340935, 0.00038613268407061696, -0.11027684062719345, 0.030288029462099075, -0.05203165486454964, -0.021576624363660812, 0.09578979015350342, -0.11096979677677155, 0.03204701095819473, 0.14160704612731934, -0.04864364117383957, 0.05846960097551346, 0.09256096184253693, -0.0849417969584465, 0.007583672646433115, 0.17753590643405914, -0.17537221312522888, -0.1273445188999176, -0.006135711446404457, -0.09862716495990753, 0.14055661857128143, 0.04394126310944557, 0.05191568285226822, 0.16669964790344238, 0.03967129811644554, -0.029474308714270592, -0.02817419543862343, -0.1153380498290062, -0.0201893113553524, 0.040153320878744125, 0.00045633706031367183, -0.08791285753250122, 0.2262638509273529, 0.06409153342247009, -0.1328488290309906, -0.051157206296920776, 0.2161225974559784, -0.06805316358804703, -0.04911920800805092, -0.223562553524971, 0.10752306133508682, -0.07112517952919006, -0.0965060144662857, 0.05453834682703018, -0.02270081453025341, 0.005106312222778797, 0.181985542178154, 0.03941008821129799, 0.11070270836353302, 0.03738937899470329, -0.02448922023177147, 0.15798696875572205, -0.142850860953331, -0.14191335439682007, -0.025354057550430298, -0.08757315576076508, -0.13844476640224457, -0.026804137974977493, 0.1617041826248169, -0.09177309274673462, -0.14772607386112213, -0.2621181011199951, 0.10968475043773651, -0.16432365775108337, -0.10192688554525375, -0.03469514101743698, -0.08968492597341537, 0.0696166530251503, 0.030301768332719803, -0.03093348816037178, -0.06706760823726654, -0.18593791127204895, 0.0816768929362297, 0.06349513679742813, 0.045533183962106705, -0.017847947776317596, 0.0067379772663116455, 0.1720137596130371, 0.025955144315958023, 0.10040043294429779, 0.16762186586856842, 0.011397695168852806, 0.2246655523777008, -0.1671202927827835, -0.11496317386627197, 0.1336962729692459, -0.026543032377958298, 0.06762003898620605, 0.16792191565036774, -0.0772583931684494, 0.015526676550507545, -0.028136352077126503, 0.07066910713911057, -0.11003983020782471, -0.105624258518219, 0.007937257178127766, 0.02567129209637642, -0.2755882740020752, -0.005599735304713249, -0.19717298448085785, 0.14788752794265747, 0.02579621411859989, 0.03297143429517746, 0.10257530212402344, 0.10404334217309952, 0.08312062919139862, -0.0017710148822516203, 0.03226327523589134, -0.1176818460226059, 0.02753005363047123, -0.059239376336336136, -0.020663779228925705, 0.017624232918024063, 0.36952024698257446, -0.03603357449173927, -0.046802736818790436, 0.003710439894348383, 0.1307835876941681, -0.02139742486178875, 0.017395347356796265, 0.13209912180900574, 0.12607666850090027, -0.08595693111419678, -0.1504845917224884, 0.04888554662466049, -0.04565655067563057, -0.02836887165904045, 0.1464131623506546, 0.05905961990356445, 0.1050296202301979, 0.0908031314611435, -0.014463032595813274, -0.00318976235575974, 0.012856799177825451, -0.15486004948616028, 0.06223496049642563, -0.010558074340224266, 0.012565906159579754, 0.017934376373887062, 0.15238402783870697, -0.005540105979889631, 0.07739730179309845, -0.09889880567789078, 0.004208535887300968, -0.13498884439468384, -0.07913459837436676, 0.03617347031831741, -0.13393273949623108, 0.04141177982091904, -0.01871878281235695, 0.029611799865961075, 0.30386561155319214, 0.02558239921927452, -0.020639164373278618, 0.12512871623039246, -0.1214587539434433, -0.12050267308950424, -0.001594188273884356, -0.029960084706544876, 0.0791488066315651, -0.02633434161543846, -0.0997740775346756, -0.1001306027173996, -0.15166029334068298, -0.09759195148944855, 0.05182836204767227, -0.04993441700935364, -0.059362251311540604, -0.17634081840515137, -0.05707859992980957, -0.05147340148687363, 0.14025864005088806, -0.12263951450586319, 0.15159130096435547, -0.014490418136119843, 0.004084470681846142, 0.04405883327126503, 0.1950942426919937, -0.03644494712352753, 0.08714226633310318, 0.0154351145029068, 0.1522706001996994, -0.05119588226079941, 0.14720745384693146, -0.10931728035211563, -0.04014137014746666, -0.06710435450077057, 0.21513493359088898, 0.25630924105644226, -0.06136954948306084, -0.008937356993556023, -0.012760217301547527, 0.058654606342315674, 0.1073930487036705, 0.16049085557460785, 0.002326392102986574, 0.2802925705909729, -0.03133585304021835, 0.04815128445625305, 0.02901598811149597, 0.013607407920062542, -0.06336209923028946, 0.03397751972079277, 0.07539387792348862, -0.035039983689785004, -0.1412304788827896, 0.15837742388248444, -0.21980468928813934, 0.18157227337360382, 0.11640069633722305, -0.19996967911720276, -0.013728445395827293, -0.04882071167230606, 0.1689416468143463, -0.0856364443898201, 0.1637246012687683, -0.0903693437576294, -0.2108195722103119, -0.2056000679731369, 0.03867346793413162, -0.34623071551322937, -0.254462867975235, 0.10422009229660034, 0.1488201916217804, 0.04015883058309555, -0.018507536500692368, -0.019967829808592796, -0.018367022275924683, 0.04877542704343796, -0.0067357709631323814, 0.06014643982052803, 0.031397558748722076, -0.02988368645310402, -0.24127542972564697, -0.029804671183228493, 0.023964406922459602, -0.07093082368373871, 0.07464958727359772, -0.06874357163906097, -0.022495782002806664, 0.08059766888618469, -0.03066304884850979, 0.03298592567443848, -0.035373736172914505, -0.16326889395713806, 0.027529051527380943, 0.03900543600320816, 0.036012712866067886, 0.00634160777553916, 0.0008072225609794259, -0.03455270454287529, 0.0644603744149208, -0.16716794669628143, -0.16015739738941193, 0.14140215516090393, -0.06745140254497528, 0.2779497504234314, -0.05812826007604599, -0.0809100940823555, 0.04766704887151718, -0.03426874056458473, 0.1807648241519928, -0.07756473124027252, 0.047254521399736404, 0.12766779959201813, 0.011127962730824947, 0.03121316432952881, -0.3092964291572571, 0.11082969605922699, -0.000795336440205574, -0.006093299947679043, -0.07581598311662674 ]
51d16e614efcacdaa79885d19cb5f7f8bd72ef2d
# Dataset Card for "cv.1.image_classification" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/cv.1.image_classification
[ "region:us" ]
2023-02-22T12:12:29+00:00
{"dataset_info": {"features": [{"name": "labels", "dtype": {"class_label": {"names": {"0": "angular_leaf_spot", "1": "bean_rust", "2": "healthy"}}}}, {"name": "pixel_values", "sequence": {"sequence": {"sequence": "float32"}}}], "splits": [{"name": "train", "num_bytes": 625388016, "num_examples": 1034}, {"name": "validation", "num_bytes": 80441592, "num_examples": 133}, {"name": "test", "num_bytes": 77417472, "num_examples": 128}], "download_size": 0, "dataset_size": 783247080}}
2023-02-23T03:04:38+00:00
[]
[]
TAGS #region-us
# Dataset Card for "cv.1.image_classification" More Information needed
[ "# Dataset Card for \"cv.1.image_classification\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"cv.1.image_classification\"\n\nMore Information needed" ]
[ 6, 17 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"cv.1.image_classification\"\n\nMore Information needed" ]
[ -0.1239422857761383, 0.1732771098613739, -0.003080314490944147, 0.005592208355665207, 0.14615851640701294, 0.13619372248649597, 0.07369435578584671, 0.09629952162504196, 0.12977662682533264, -0.039298318326473236, 0.1418282836675644, 0.045161131769418716, 0.04775592312216759, 0.14472626149654388, -0.0722925066947937, -0.13418160378932953, 0.0767270177602768, 0.01943582110106945, -0.052486851811409, 0.029292605817317963, 0.0000019746798898268025, -0.09911758452653885, 0.1305907964706421, -0.08437689393758774, -0.2658343017101288, 0.010711870156228542, -0.004131545778363943, -0.0406293086707592, 0.041044190526008606, -0.07155121117830276, 0.15958243608474731, 0.08066347241401672, 0.11817407608032227, -0.14641781151294708, 0.026569176465272903, -0.0035984159912914038, -0.12338350713253021, 0.06737380474805832, 0.07855471968650818, -0.13821670413017273, -0.09918232262134552, -0.028433164581656456, -0.007612118497490883, -0.008468604646623135, -0.08826769143342972, -0.1819629967212677, -0.020716842263936996, 0.013549141585826874, 0.07490576803684235, -0.09534033387899399, 0.09705353528261185, -0.006524487864226103, -0.15827608108520508, 0.017159340903162956, -0.022861192002892494, 0.011563724838197231, 0.03377057984471321, 0.25107166171073914, -0.15417777001857758, 0.08711431920528412, -0.060269054025411606, 0.1088382750749588, 0.0851040855050087, -0.06406974792480469, -0.05266910046339035, -0.01376007217913866, -0.15964727103710175, 0.01185403112322092, 0.022904925048351288, -0.14123620092868805, 0.3008568286895752, 0.06708633154630661, 0.033860526978969574, 0.04239170253276825, -0.006339148618280888, -0.17570018768310547, -0.021670019254088402, 0.1346706598997116, 0.05062461644411087, 0.02168508805334568, -0.012528336606919765, 0.024901673197746277, -0.14983275532722473, -0.11982043832540512, -0.10138940066099167, -0.06578841060400009, -0.05830998718738556, 0.1976659893989563, -0.10376901179552078, 0.011964913457632065, -0.0729856863617897, -0.028364719823002815, 0.0001087655036826618, -0.09004635363817215, -0.011102583259344101, -0.016024453565478325, 0.00980430655181408, 0.06959616392850876, 0.097601518034935, -0.014145981520414352, 0.026301821693778038, 0.04547842964529991, -0.11955982446670532, 0.14965209364891052, 0.15210410952568054, 0.0033726494293659925, -0.003095300169661641, 0.17515437304973602, -0.028124593198299408, -0.10711126029491425, -0.04056108742952347, -0.07726675271987915, -0.19480358064174652, -0.010535391047596931, 0.03553282842040062, 0.08851533383131027, -0.1547185778617859, -0.05177278071641922, -0.055585045367479324, -0.02291412465274334, 0.22080335021018982, -0.018710961565375328, 0.05142270028591156, 0.05423317104578018, -0.03653591498732567, -0.023519860580563545, -0.016268601641058922, -0.07089158892631531, 0.06803809106349945, 0.030929161235690117, -0.06804009526968002, 0.07604154199361801, -0.036211926490068436, 0.01987924613058567, 0.07801412791013718, -0.1937561333179474, 0.027703749015927315, -0.11317049711942673, -0.12317930161952972, 0.03614972159266472, 0.048699751496315, -0.04440849646925926, 0.16778577864170074, 0.00846851710230112, 0.010756184346973896, 0.014853250235319138, 0.00833663996309042, 0.0664190873503685, -0.08305907249450684, 0.04389121010899544, -0.11254621297121048, 0.13286058604717255, -0.2234303206205368, 0.06074133515357971, -0.07925362139940262, 0.02478048950433731, -0.12290524691343307, 0.06524018198251724, -0.1307915598154068, 0.07854710519313812, -0.057663027197122574, -0.04315444827079773, -0.08864733576774597, -0.002306817565113306, -0.11383882910013199, 0.07450846582651138, -0.2053918093442917, -0.0021055196411907673, 0.11988357454538345, -0.15404202044010162, -0.10028163343667984, -0.028231414034962654, -0.039951544255018234, -0.06737501919269562, -0.0011302100028842688, 0.2725888788700104, 0.03898780792951584, -0.059779055416584015, -0.01960645616054535, 0.16631640493869781, -0.15205246210098267, -0.24928230047225952, 0.07006989419460297, 0.010006153024733067, -0.11169549822807312, 0.015258469618856907, 0.005813147407025099, 0.0192234069108963, -0.08868379890918732, -0.07189875096082687, -0.013860981911420822, -0.08497773855924606, 0.037693530321121216, 0.03801186382770538, 0.037326131016016006, 0.026359258219599724, 0.10122351348400116, -0.04414276406168938, 0.05900411307811737, -0.04318302124738693, -0.026447853073477745, -0.022722622379660606, 0.1637616902589798, -0.19511498510837555, -0.029479309916496277, -0.13659928739070892, -0.07352253794670105, 0.02641160413622856, 0.062388498336076736, 0.04215018078684807, -0.0005153969395905733, 0.015392654575407505, -0.029453478753566742, -0.01532788760960102, 0.003861628472805023, 0.05215488374233246, 0.013068138621747494, 0.0502392016351223, -0.05341465398669243, -0.0206297617405653, -0.057155508548021317, 0.0548592135310173, -0.10133734345436096, -0.06682444363832474, 0.2288491278886795, 0.016099274158477783, 0.05393898859620094, 0.026307376101613045, 0.034638769924640656, -0.03018719144165516, -0.020024916157126427, -0.08036278188228607, 0.06134301796555519, -0.05271225795149803, -0.0075587863102555275, 0.03732169046998024, -0.0037843298632651567, 0.13462592661380768, 0.16648676991462708, -0.1887432038784027, -0.0380866602063179, -0.11667300760746002, 0.040292493999004364, 0.051351405680179596, -0.08987017720937729, 0.07976789772510529, -0.131256565451622, -0.07067575305700302, 0.09072017669677734, -0.08240123838186264, 0.07448705285787582, 0.09120506793260574, -0.0036252434365451336, -0.13357919454574585, 0.0008610873483121395, 0.2431488335132599, -0.21080780029296875, 0.1419636458158493, 0.21592232584953308, 0.08055197447538376, 0.1002613976597786, -0.035609010607004166, -0.09693063050508499, 0.02314140647649765, -0.026676416397094727, -0.05277760699391365, 0.23168185353279114, -0.09057976305484772, -0.042688705027103424, 0.08057175576686859, -0.01652142032980919, 0.0549740307033062, -0.17212751507759094, -0.03804318979382515, -0.023131564259529114, -0.04577672481536865, -0.105204738676548, -0.041706014424562454, 0.028841529041528702, 0.10642169415950775, -0.016307005658745766, -0.07219886034727097, 0.1024010106921196, -0.025410307571291924, -0.03548378497362137, 0.14713561534881592, -0.1555764526128769, -0.355485737323761, -0.06899739801883698, -0.026571452617645264, 0.04001927375793457, 0.08066290616989136, -0.07410804182291031, -0.16205526888370514, -0.030528103932738304, 0.03998606652021408, -0.12123873829841614, -0.1468338817358017, 0.001039937138557434, 0.014536543749272823, 0.07871658354997635, -0.060270071029663086, -0.05558829382061958, -0.00875094160437584, -0.05496535077691078, -0.002458489965647459, 0.2031121850013733, -0.10976102948188782, 0.10405714064836502, 0.14803268015384674, -0.1157790943980217, 0.12031359225511551, -0.04170675203204155, 0.02988133579492569, -0.09109421074390411, -0.014508567750453949, 0.014334890991449356, -0.042068008333444595, -0.01643618568778038, 0.08936793357133865, 0.06335961073637009, -0.13266456127166748, -0.04589815437793732, -0.06554912775754929, -0.20431309938430786, -0.11935378611087799, -0.16989408433437347, -0.023028038442134857, 0.06991332024335861, 0.16836558282375336, 0.09544026106595993, 0.0898541510105133, 0.12040435522794724, 0.08620280027389526, -0.00704731373116374, -0.05755455046892166, -0.006634608376771212, -0.0726764053106308, 0.013647436164319515, -0.04143977910280228, -0.1138913705945015, -0.003439903724938631, 0.11369641870260239, 0.2047770768404007, 0.28876298666000366, 0.12826569378376007, 0.02651972323656082, 0.012356817722320557, 0.0811392143368721, 0.19829604029655457, 0.0855969488620758, 0.06177598610520363, -0.01695622131228447, -0.002067288849502802, -0.009512769058346748, -0.027359120547771454, -0.0019915103912353516, 0.14262689650058746, -0.16145306825637817, -0.019070927053689957, -0.09957948327064514, 0.02229350060224533, -0.1379072070121765, 0.13023947179317474, -0.28777945041656494, 0.10854616016149521, 0.0037718983367085457, 0.18697339296340942, -0.11880911886692047, 0.07020850479602814, 0.07342395931482315, -0.03582850471138954, 0.08877895772457123, -0.013432443141937256, 0.06078056991100311, -0.17830094695091248, -0.06543081253767014, -0.007123060990124941, -0.1715526282787323, 0.014798599295318127, 0.10235410928726196, -0.07592002302408218, 0.2505894899368286, 0.05755747854709625, -0.09138087928295135, -0.11955367773771286, -0.06903313100337982, 0.0025890867691487074, 0.2062661349773407, 0.1992095559835434, 0.034794021397829056, -0.0984981507062912, -0.24249084293842316, -0.10450781136751175, -0.049504559487104416, 0.1225586086511612, 0.006385608576238155, -0.14042708277702332, 0.06162270903587341, -0.02483895793557167, -0.06012527272105217, -0.09995679557323456, -0.06464506685733795, -0.10664219409227371, -0.035230930894613266, 0.0390159897506237, -0.042807381600141525, 0.031038494780659676, 0.016945742070674896, -0.06609037518501282, -0.0031087619718164206, 0.013552716933190823, -0.013033724389970303, -0.10743527859449387, 0.06947465986013412, 0.08619952946901321, 0.02872644178569317, 0.04637777805328369, -0.05371110141277313, 0.09770117700099945, -0.039570052176713943, -0.2048352211713791, 0.06195909529924393, -0.05380754917860031, 0.03464515134692192, -0.10082181543111801, 0.10648583620786667, -0.07346557825803757, 0.013195821084082127, 0.03493252024054527, 0.04461290314793587, 0.015290748327970505, -0.047259621322155, 0.20102077722549438, -0.07506274431943893, 0.10015992820262909, 0.227760910987854, -0.00238072220236063, -0.11645717173814774, 0.0935896560549736, 0.05875843018293381, 0.16910551488399506, 0.09321855008602142, -0.11832636594772339, 0.16330507397651672, 0.09035654366016388, -0.0322851724922657, -0.31926268339157104, 0.10793394595384598, -0.09923709183931351, -0.08194199204444885, -0.04313443601131439, -0.23203998804092407, 0.10056573152542114, 0.1398734748363495, -0.05995001643896103, 0.28181010484695435, -0.11024132370948792, -0.013343232683837414, 0.13645054399967194, 0.031703781336545944, 0.2498706877231598, -0.1370701789855957, -0.074419766664505, -0.11821668595075607, -0.08541425317525864, 0.2824385166168213, 0.05426594987511635, 0.030388906598091125, 0.0019013186683878303, -0.010718748904764652, -0.006812043953686953, -0.02111622504889965, 0.17018912732601166, 0.0933053120970726, 0.15955866873264313, -0.06254028528928757, -0.18041540682315826, 0.16989122331142426, -0.04831403121352196, 0.02185053564608097, 0.09415449947118759, 0.034472234547138214, -0.11997462809085846, 0.02392537146806717, 0.01061816606670618, 0.02952573448419571, 0.07021785527467728, -0.021154223009943962, -0.08827120810747147, -0.008089939132332802, -0.11393558233976364, 0.005885676480829716, 0.22930024564266205, 0.002715311711654067, -0.05285558104515076, 0.07923942059278488, 0.007192817982286215, -0.06778584420681, 0.028309712186455727, -0.09830914437770844, -0.10354603826999664, 0.1167542114853859, -0.22387517988681793, 0.08933370560407639, 0.06371300667524338, 0.00024988476070575416, 0.09864310175180435, 0.08208531886339188, 0.07640308141708374, 0.027241269126534462, 0.18727493286132812, -0.02110481448471546, 0.004934757016599178, 0.05292727053165436, -0.05482512339949608, 0.13241298496723175, 0.08459311723709106, 0.024799957871437073, 0.036346785724163055, -0.003271116642281413, -0.008694445714354515, 0.05566665157675743, -0.011821015737950802, -0.008591806516051292, 0.16094863414764404, 0.010518942028284073, -0.18537725508213043, 0.2559798061847687, 0.06251653283834457, -0.12307281047105789, -0.05606674775481224, -0.09753885865211487, -0.10542281717061996, -0.12361491471529007, -0.001383960247039795, 0.23789049685001373, -0.10736800730228424, -0.09849810600280762, 0.073928602039814, -0.05171069875359535, 0.03985322266817093, 0.13876941800117493, 0.07768744230270386, 0.06869948655366898, 0.07054103165864944, -0.04144110158085823, -0.04471610113978386, -0.03401165455579758, -0.1927921324968338, 0.03260667994618416, -0.139680415391922, -0.13560761511325836, -0.008225747384130955, 0.16777995228767395, -0.08097068220376968, -0.10699871182441711, -0.04065418615937233, 0.08032846450805664, -0.11125079542398453, 0.16655094921588898, 0.004476124886423349, -0.007233808282762766, 0.0456855371594429, 0.05021215230226517, -0.021703992038965225, -0.02670905366539955, -0.13185006380081177, 0.0912836417555809, 0.00892226118594408, 0.059088438749313354, -0.05111542344093323, -0.04484289139509201, -0.004060728475451469, 0.03193392977118492, 0.10462208837270737, 0.06537486612796783, -0.021999087184667587, 0.03754763677716255, -0.20190387964248657, -0.15716275572776794, 0.16749201714992523, 0.020831827074289322, 0.0077531468123197556, 0.10901124030351639, 0.04921991005539894, 0.055776119232177734, -0.07527927309274673, 0.03362426906824112, 0.011238855309784412, -0.04857347533106804, -0.010892964899539948, -0.2197076678276062, -0.07892891764640808, 0.00580864492803812, 0.07397066801786423, 0.15761984884738922, 0.025596771389245987, -0.024526866152882576, 0.04910833388566971, 0.01854747347533703, -0.034343380481004715, -0.04942278191447258, -0.014280087314546108, -0.08892693370580673, -0.18110287189483643, 0.03226807340979576, 0.028311599045991898, -0.09005814045667648, 0.4214334785938263, 0.10078264027833939, -0.11284741759300232, -0.054332248866558075, 0.2710903286933899, -0.0949706882238388, 0.07967076450586319, 0.31360355019569397, 0.09216035157442093, -0.009365350939333439, 0.010232925415039062, 0.0815599113702774, 0.04118173196911812, 0.12585598230361938, 0.06048882380127907, 0.08773510903120041, -0.03061540238559246, 0.0002834046317730099, 0.08012701570987701, -0.05516793206334114, 0.055662792176008224, 0.08069906383752823, -0.03021262027323246, 0.08372627198696136, 0.034796446561813354, -0.08713021874427795, 0.030359895899891853, -0.043599799275398254, 0.013460790738463402, 0.013998303562402725, -0.05984475091099739, -0.074976347386837, -0.1871110051870346, -0.07950066030025482, -0.1605679839849472, 0.09131337702274323, -0.041124749928712845, -0.05153732746839523, 0.2671746015548706, 0.05820698291063309, 0.029310179874300957, 0.04474169760942459, -0.1292804628610611, 0.029564259573817253, 0.10864970088005066, 0.00897117331624031, -0.028594987466931343, -0.043875887989997864, -0.05172400921583176, 0.13171175122261047, -0.07756605744361877, -0.007382195442914963, 0.010503625497221947, 0.12310843914747238, 0.012575356289744377, -0.12437810003757477, -0.07764547318220139, -0.034806810319423676, 0.0022945029195398092, -0.1424846053123474, 0.08058573305606842, -0.033098869025707245, 0.06561709940433502, 0.050255149602890015, 0.07531598210334778, 0.01198449544608593, 0.10527825355529785, -0.03705088421702385, -0.04908706620335579, -0.08361459523439407, 0.10702323913574219, 0.034596558660268784, -0.07772412151098251, -0.011500883847475052, 0.13725873827934265, 0.2425026297569275, -0.03480992093682289, -0.01687791757285595, 0.04520063102245331, 0.019301490858197212, 0.06408564001321793, 0.17251569032669067, -0.05413854867219925, 0.020407211035490036, -0.03726830706000328, -0.1373155117034912, -0.004240750800818205, -0.05047433823347092, 0.009321884252130985, -0.02110522799193859, 0.03329954668879509, -0.061753056943416595, -0.16421709954738617, 0.10885123908519745, -0.11839452385902405, 0.11653939634561539, 0.27534908056259155, -0.10384947806596756, -0.0557025671005249, -0.01592801883816719, 0.056398238986730576, 0.024415381252765656, -0.08297033607959747, -0.13467305898666382, -0.028313852846622467, -0.04404192045331001, -0.015325475484132767, -0.3288770914077759, -0.16712898015975952, -0.07190969586372375, -0.050553932785987854, 0.15459954738616943, -0.02119380235671997, 0.134211003780365, -0.03129248693585396, 0.03023885004222393, -0.05942906439304352, 0.024697082117199898, -0.04040990769863129, 0.10524584352970123, -0.02990344725549221, 0.10802841931581497, -0.06258781999349594, -0.039003487676382065, 0.07386118918657303, -0.07315952330827713, -0.03473947197198868, 0.06260662525892258, -0.06401845812797546, -0.023319557309150696, -0.024726327508687973, -0.08404778689146042, 0.06596973538398743, -0.030654320493340492, 0.039328452199697495, -0.056902188807725906, -0.018137039616703987, 0.03423679247498512, 0.07631063461303711, -0.14608854055404663, -0.04596388339996338, 0.06740597635507584, -0.08256775885820389, 0.040665023028850555, 0.039311107248067856, 0.0007084633107297122, 0.07771686464548111, -0.11790899932384491, 0.012646796181797981, -0.03631669282913208, 0.07767490297555923, 0.09537416696548462, 0.0851336121559143, -0.04608295485377312, 0.051133111119270325, 0.12639693915843964, -0.016367629170417786, -0.014768370427191257, -0.08352627605199814 ]
49eb8610f79de077097c29a1eec0d35a46fac606
# Dataset Card for "cv.2.image_segmentation" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/cv.2.image_segmentation
[ "region:us" ]
2023-02-22T12:25:11+00:00
{"dataset_info": {"features": [{"name": "pixel_values", "dtype": "image"}, {"name": "label", "dtype": "image"}], "splits": [{"name": "train", "num_bytes": 292478590.8, "num_examples": 900}, {"name": "test", "num_bytes": 32497621.2, "num_examples": 100}], "download_size": 324358820, "dataset_size": 324976212.0}}
2023-02-23T02:49:15+00:00
[]
[]
TAGS #region-us
# Dataset Card for "cv.2.image_segmentation" More Information needed
[ "# Dataset Card for \"cv.2.image_segmentation\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"cv.2.image_segmentation\"\n\nMore Information needed" ]
[ 6, 19 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"cv.2.image_segmentation\"\n\nMore Information needed" ]
[ -0.11143679916858673, 0.13960197567939758, -0.0021122549660503864, 0.01652693934738636, 0.07677172124385834, 0.08600141108036041, 0.061079755425453186, 0.1188352108001709, 0.038166362792253494, -0.019575396552681923, 0.10436351597309113, -0.004396477714180946, 0.045978792011737823, 0.18059836328029633, -0.06104088947176933, -0.21149732172489166, 0.039755191653966904, 0.057799290865659714, -0.059999845921993256, 0.030223356559872627, 0.009525852277874947, -0.11285627633333206, 0.10221271216869354, -0.10757242143154144, -0.3116942346096039, 0.021026743575930595, -0.005265574902296066, 0.01838400587439537, 0.0666910707950592, -0.03714539855718613, 0.12624491751194, 0.05808311328291893, 0.12421268969774246, -0.11927442252635956, 0.03311314433813095, -0.022076882421970367, -0.1059882789850235, 0.08891728520393372, 0.12054921686649323, -0.015239682979881763, 0.0023814584128558636, -0.0051901815459132195, -0.04488619789481163, -0.04211066663265228, -0.08927080780267715, -0.11096899211406708, -0.0834987461566925, 0.056307245045900345, 0.16433677077293396, -0.1240924671292305, 0.08058054745197296, -0.03012075275182724, -0.12443415820598602, 0.0360700823366642, 0.0611092634499073, -0.03961186483502388, 0.029364116489887238, 0.1794416755437851, -0.09026934951543808, 0.07761167734861374, -0.051905371248722076, 0.10787413269281387, 0.04867101460695267, -0.060619011521339417, -0.05851855129003525, -0.0437636598944664, -0.28033798933029175, 0.029934260994195938, -0.006052815821021795, -0.1701728254556656, 0.2629230320453644, 0.05739406868815422, 0.034782204777002335, 0.03121885284781456, -0.07704655826091766, -0.06825962662696838, -0.04915895313024521, 0.13201472163200378, 0.0602165162563324, 0.030845852568745613, -0.07408778369426727, -0.07476967573165894, -0.18184281885623932, -0.15387403964996338, -0.15450316667556763, -0.07660166919231415, -0.04098169505596161, 0.16953487694263458, -0.1419704705476761, 0.04856497421860695, -0.14186272025108337, -0.027887463569641113, -0.008064855821430683, -0.09037476778030396, -0.018277443945407867, 0.02896142192184925, -0.035806410014629364, -0.007803923916071653, 0.014279786497354507, 0.03889278694987297, 0.042276330292224884, 0.009984265081584454, -0.08236774802207947, 0.16880333423614502, 0.11438476294279099, -0.043889228254556656, -0.050513628870248795, 0.17120537161827087, -0.05437195673584938, -0.11085982620716095, -0.014957854524254799, -0.08591753989458084, -0.21295751631259918, -0.03012574277818203, -0.06158018857240677, 0.08621175587177277, -0.07929246127605438, -0.11323246359825134, -0.07530422508716583, -0.023445071652531624, 0.2588498890399933, -0.0032119606621563435, 0.06089077144861221, -0.0019821079913526773, 0.009559147991240025, -0.048544201999902725, -0.009006825275719166, 0.0019248852040618658, 0.06504371017217636, 0.048205845057964325, -0.055310845375061035, 0.08172395080327988, -0.060303814709186554, 0.03746601566672325, 0.07683204114437103, -0.12738396227359772, 0.03452112898230553, -0.14436110854148865, -0.14389535784721375, 0.06003398820757866, 0.005719608161598444, -0.06347539275884628, 0.16374975442886353, 0.036205098032951355, 0.030162036418914795, -0.016684086993336678, -0.02395118586719036, 0.12588785588741302, -0.03303335979580879, 0.06037381663918495, -0.12032895535230637, 0.1505192369222641, -0.23717930912971497, 0.021732868626713753, -0.06580360233783722, 0.059891775250434875, -0.07828773558139801, 0.028212254866957664, -0.019123999401926994, 0.021113688126206398, -0.046523332595825195, -0.030666913837194443, -0.13060948252677917, 0.011387337930500507, -0.058189623057842255, 0.059647947549819946, -0.24707821011543274, -0.008137408643960953, 0.21978658437728882, -0.14141882956027985, -0.07972933351993561, -0.005443286150693893, -0.022367119789123535, -0.09282102435827255, -0.004494954366236925, 0.2749253213405609, 0.00987484771758318, -0.016682596877217293, 0.003016239032149315, 0.17502152919769287, -0.14787082374095917, -0.22245173156261444, 0.09374357014894485, -0.002304562134668231, 0.015512553974986076, -0.021237043663859367, 0.005753729026764631, 0.012832459062337875, -0.09736991673707962, -0.07857780158519745, -0.004232901614159346, -0.0659991204738617, 0.09935525059700012, 0.04398736730217934, 0.04672108590602875, 0.04591727256774902, 0.12568986415863037, 0.03118039481341839, 0.07184125483036041, -0.06814558058977127, 0.04209286347031593, -0.014880907721817493, 0.18121594190597534, -0.20446524024009705, -0.01601260155439377, -0.18357418477535248, -0.07971528172492981, 0.019685279577970505, 0.05267273634672165, 0.002421331824734807, 0.062030546367168427, 0.042654309421777725, 0.004626586567610502, -0.05818355455994606, 0.02682206965982914, -0.016492199152708054, -0.0187210850417614, -0.000916713266633451, -0.009337170049548149, -0.0437348410487175, -0.07389316707849503, -0.056982919573783875, -0.07316549867391586, -0.0800483375787735, 0.2147536426782608, 0.1024252250790596, 0.059292588382959366, 0.02675222046673298, 0.02648749388754368, -0.019393697381019592, -0.005584435071796179, -0.055548008531332016, 0.09042157977819443, -0.03529852256178856, 0.04746592789888382, 0.06563227623701096, -0.018103279173374176, 0.11839210242033005, 0.12351109832525253, -0.19859209656715393, 0.012194064445793629, -0.15745031833648682, 0.025189951062202454, 0.02311454527080059, -0.10031528770923615, 0.026618095114827156, -0.149178147315979, -0.05540661886334419, 0.07593075931072235, -0.0900842696428299, 0.05747044458985329, 0.04112137109041214, -0.04545438662171364, -0.10599849373102188, -0.04398000240325928, 0.2269422858953476, -0.26173684000968933, 0.1289689838886261, 0.2600862979888916, 0.09008065611124039, 0.12864479422569275, -0.018474550917744637, -0.16711919009685516, -0.002753697568550706, -0.014080244116485119, -0.05516240745782852, 0.21950961649417877, -0.017389897257089615, -0.025703150779008865, 0.09854470938444138, -0.011041911318898201, 0.0728193148970604, -0.18291828036308289, -0.02466386929154396, -0.0036888986360281706, -0.03844240680336952, -0.12062184512615204, -0.011159580200910568, -0.013783286325633526, 0.09090112894773483, -0.005907849874347448, 0.011351829394698143, 0.10306860506534576, -0.028221940621733665, -0.027296697720885277, 0.09334805607795715, -0.12777376174926758, -0.32816097140312195, -0.10339807718992233, -0.04845251888036728, 0.04986399784684181, 0.10886058211326599, -0.04244145750999451, -0.10430748760700226, -0.04744761064648628, 0.02718627080321312, -0.15483668446540833, -0.07408350706100464, 0.007743249647319317, -0.013147546909749508, 0.08015996217727661, -0.04255176708102226, -0.015911974012851715, 0.022671930491924286, -0.06149299442768097, 0.09414385259151459, 0.1553652435541153, -0.08585963398218155, 0.14435577392578125, 0.13336488604545593, -0.04828215390443802, 0.09037955850362778, -0.02901829034090042, -0.01829059049487114, -0.08361905068159103, -0.05263045057654381, 0.13932670652866364, -0.08873865008354187, 0.014106282033026218, 0.09140513092279434, 0.04067845642566681, -0.10372821986675262, -0.06316088140010834, -0.09195931255817413, -0.210840106010437, -0.09315156191587448, -0.16602054238319397, -0.10127360373735428, 0.0716974288225174, 0.1509949266910553, 0.05663004145026207, 0.014093117788434029, 0.08719579130411148, 0.02832903154194355, 0.008687878027558327, -0.08261019736528397, -0.0016250212211161852, -0.0558534637093544, -0.04766228422522545, -0.026247460395097733, -0.08935718238353729, -0.002665386302396655, 0.14873631298542023, 0.20488102734088898, 0.302331805229187, 0.09153150767087936, 0.0650363489985466, -0.0017476349603384733, 0.09624525904655457, 0.18209649622440338, 0.09155295789241791, 0.025847317650914192, -0.03131461516022682, -0.01595126837491989, 0.012565722689032555, 0.010400726459920406, 0.009390434250235558, 0.19312989711761475, -0.20901429653167725, -0.0016136678168550134, -0.08785734325647354, 0.038250263780355453, -0.09784426540136337, 0.17475397884845734, -0.2648319900035858, 0.112095408141613, 0.028951454907655716, 0.17794448137283325, -0.15381023287773132, 0.018484896048903465, 0.249051034450531, -0.05282723531126976, 0.026620464399456978, -0.01940489560365677, 0.05602481588721275, -0.1383029669523239, -0.0477147102355957, -0.04576608166098595, -0.18385209143161774, 0.05549855902791023, 0.11150906980037689, 0.007974670268595219, 0.2557581663131714, 0.03686389699578285, -0.1110893115401268, -0.07349958270788193, -0.03131847828626633, -0.016707010567188263, 0.15612195432186127, 0.19993887841701508, 0.03790394961833954, -0.17610424757003784, -0.18717022240161896, -0.09420445561408997, -0.056933291256427765, 0.15378692746162415, 0.005383672192692757, -0.12937305867671967, 0.04623887315392494, -0.06875341385602951, -0.055572427809238434, -0.14406351745128632, 0.04771069809794426, -0.14577145874500275, 0.0266676377505064, -0.0330701544880867, -0.017635611817240715, -0.005553488619625568, 0.03129981830716133, 0.04351415857672691, 0.09698200225830078, 0.035538025200366974, -0.02320256642997265, -0.10212676227092743, 0.08981228619813919, 0.09610606729984283, 0.011909151449799538, 0.0931706428527832, 0.024818910285830498, 0.18565097451210022, -0.038025639951229095, -0.17481215298175812, 0.08718731999397278, -0.054426439106464386, 0.012760116718709469, -0.11667130142450333, 0.14763765037059784, -0.12275636941194534, 0.004441781435161829, 0.03588445484638214, 0.04369600862264633, 0.008439249359071255, -0.043460819870233536, 0.15727709233760834, -0.049261849373579025, 0.19285103678703308, 0.204563707113266, 0.02686161920428276, -0.009661945514380932, 0.13294431567192078, 0.027857447043061256, 0.20562390983104706, 0.09643609076738358, -0.11453203856945038, 0.17930103838443756, 0.10992702841758728, 0.0047090607695281506, -0.33373430371284485, -0.016214752569794655, -0.11600977927446365, -0.03259823098778725, 0.043131615966558456, -0.15765826404094696, 0.02551521733403206, 0.09331335127353668, -0.0365474708378315, 0.18011218309402466, -0.19304002821445465, -0.02729806676506996, 0.08618249744176865, 0.05282667651772499, 0.16033710539340973, -0.059997521340847015, -0.07508950680494308, -0.13795135915279388, -0.08024554699659348, 0.18817633390426636, -0.05939931422472, 0.01936076395213604, 0.001413846854120493, 0.0073797754012048244, -0.010781475342810154, -0.019827431067824364, 0.19764012098312378, 0.025810478255152702, 0.11329501122236252, -0.08664226531982422, -0.16288480162620544, 0.20278862118721008, -0.06221552565693855, -0.040899716317653656, 0.06428584456443787, 0.07639066874980927, -0.07290861755609512, 0.03129955008625984, 0.0340084508061409, -0.03975619375705719, 0.07646027952432632, -0.010489176027476788, -0.0987328365445137, -0.030718443915247917, -0.11078517138957977, 0.03092385083436966, 0.15106633305549622, -0.0006321154651232064, -0.10673833638429642, 0.11770612001419067, 0.016007928177714348, -0.04818567633628845, -0.04193900525569916, -0.1348128765821457, -0.086624376475811, 0.12979862093925476, -0.23331312835216522, 0.10681996494531631, 0.06933898478746414, 0.020891621708869934, 0.05251932144165039, 0.06700791418552399, 0.05815961956977844, 0.07870259135961533, 0.18759463727474213, -0.057076118886470795, -0.024014636874198914, 0.052111122757196426, -0.0004666406603064388, 0.0328853465616703, 0.02666730061173439, 0.04677008092403412, 0.06168002262711525, -0.011477051302790642, 0.016177039593458176, 0.06940022855997086, -0.07232248038053513, 0.03888673335313797, 0.11270888149738312, -0.014028100296854973, -0.1817488819360733, 0.19519318640232086, 0.00807106215506792, -0.11497903615236282, -0.07255501300096512, -0.0640135407447815, -0.0914052203297615, -0.13008500635623932, 0.02035265602171421, 0.16366180777549744, -0.11175747215747833, -0.10868845134973526, 0.0340212807059288, -0.036837462335824966, 0.057791437953710556, 0.048067014664411545, 0.07644439488649368, 0.06091757491230965, 0.03440084308385849, -0.029368292540311813, -0.026186633855104446, -0.022852100431919098, -0.09687244147062302, 0.07282876968383789, -0.1377691626548767, -0.07971922308206558, -0.07164991647005081, 0.2200152426958084, -0.09978033602237701, -0.05797050893306732, -0.02229473367333412, 0.07458169013261795, -0.15746237337589264, 0.10675735771656036, -0.01160850003361702, -0.039174679666757584, 0.007479694206267595, 0.05410565435886383, -0.04329422861337662, -0.03022865578532219, -0.13445116579532623, 0.04109957069158554, -0.043333765119314194, 0.0029083078261464834, -0.060755252838134766, -0.010573562234640121, 0.040517471730709076, 0.01032478827983141, 0.09640373289585114, 0.0560954287648201, 0.04026781767606735, 0.07659732550382614, -0.08976823091506958, -0.2061203569173813, 0.16129623353481293, 0.06473205983638763, 0.015111483633518219, 0.14192898571491241, 0.011453845538198948, 0.06932177394628525, -0.05899764224886894, 0.014774925075471401, -0.019050665199756622, -0.04192836582660675, -0.02052878960967064, -0.25521546602249146, -0.07561956346035004, -0.02423352561891079, 0.049726445227861404, 0.10751934349536896, 0.10702270269393921, -0.0385405533015728, 0.07008733600378036, 0.02847609482705593, -0.030601944774389267, -0.008288485929369926, -0.0031349777709692717, -0.09849688410758972, -0.06335069239139557, -0.015639465302228928, 0.02083924226462841, -0.08351405709981918, 0.3429392874240875, 0.05099732428789139, -0.08095760643482208, -0.05922197550535202, 0.24423573911190033, -0.00982783641666174, 0.09229737520217896, 0.3244187533855438, 0.09860914945602417, -0.03670599311590195, -0.050821103155612946, 0.09091498702764511, 0.04264421761035919, 0.13989515602588654, 0.11849945783615112, 0.07835228741168976, -0.013251750729978085, 0.02334446832537651, 0.0719260647892952, -0.0780896246433258, -0.10106752812862396, 0.019090717658400536, -0.030110741034150124, 0.05791906267404556, 0.014163874089717865, -0.09532907605171204, 0.08143090456724167, -0.1154848262667656, 0.0027202533092349768, 0.0626455694437027, -0.0687682181596756, -0.019174929708242416, -0.1695711463689804, -0.09526237845420837, -0.15955974161624908, 0.04900427535176277, -0.025093190371990204, 0.001884055556729436, 0.2677435576915741, -0.0039484379813075066, 0.013370196335017681, 0.08922147750854492, -0.13818120956420898, -0.018891656771302223, 0.05136561021208763, 0.0019212878542020917, -0.0034381623845547438, 0.01653302274644375, -0.08240905404090881, 0.1363881528377533, -0.06513801962137222, 0.004094527568668127, -0.015456664375960827, 0.15365859866142273, -0.005691321566700935, -0.09817244857549667, -0.06838062405586243, -0.05872524902224541, 0.02840038388967514, -0.08873969316482544, 0.04891031235456467, -0.0003888540086336434, 0.07468461990356445, 0.06181248277425766, 0.08818838000297546, -0.04247681051492691, 0.05360530689358711, -0.04678328335285187, -0.11987080425024033, -0.06238288804888725, 0.11422092467546463, 0.004864455200731754, -0.090843066573143, -0.028432128950953484, 0.1450769603252411, 0.14523820579051971, -0.09351243823766708, -0.007298076990991831, 0.07466083765029907, 0.022780312225222588, 0.032672133296728134, 0.18126653134822845, -0.04123327508568764, 0.1173396110534668, -0.04066886007785797, -0.1934330016374588, 0.0403129942715168, -0.039870649576187134, -0.009862285107374191, 0.01102203968912363, 0.03731903061270714, -0.07116483896970749, -0.1370917409658432, 0.1000281348824501, -0.05173521116375923, 0.16645556688308716, 0.24970966577529907, -0.1201159879565239, -0.055335093289613724, 0.06167628988623619, 0.13374124467372894, 0.017966004088521004, -0.04265889525413513, -0.16138234734535217, 0.0004716371768154204, 0.05890694260597229, 0.00803624652326107, -0.3104756474494934, -0.1270095854997635, -0.030013836920261383, -0.1233915314078331, 0.1331806480884552, -0.04904382675886154, 0.11473935842514038, -0.035367097705602646, 0.023165658116340637, -0.07181091606616974, -0.016853000968694687, -0.032418228685855865, 0.024042030796408653, -0.00244745216332376, 0.1849151998758316, -0.08318904042243958, -0.10984772443771362, 0.06374405324459076, -0.07538112998008728, -0.050800733268260956, 0.0574922077357769, -0.013410352170467377, 0.022968623787164688, -0.059118904173374176, -0.10095900297164917, 0.08863921463489532, -0.04551739618182182, 0.020998498424887657, -0.035421404987573624, 0.02374035120010376, 0.045076314359903336, 0.0601997934281826, -0.057628124952316284, -0.013006022199988365, 0.06924130767583847, -0.12783654034137726, 0.056629277765750885, 0.023630723357200623, 0.054277461022138596, 0.011704555712640285, -0.09327887743711472, 0.014226558618247509, -0.026578016579151154, 0.10232379287481308, 0.14873994886875153, -0.004177579190582037, -0.023145535960793495, -0.03016960248351097, 0.10050953179597855, -0.023718589916825294, 0.013531597331166267, -0.08924806863069534 ]
acd9ebd512a40ec864e8fd8702ce9d8a323134bd
# Dataset Card for "nlp.8.generation" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
lansinuote/nlp.8.generation
[ "region:us" ]
2023-02-22T13:04:56+00:00
{"dataset_info": {"features": [{"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 299146484, "num_examples": 44863}, {"name": "test", "num_bytes": 713476, "num_examples": 107}], "download_size": 0, "dataset_size": 299859960}}
2023-02-23T02:02:10+00:00
[]
[]
TAGS #region-us
# Dataset Card for "nlp.8.generation" More Information needed
[ "# Dataset Card for \"nlp.8.generation\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"nlp.8.generation\"\n\nMore Information needed" ]
[ 6, 15 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"nlp.8.generation\"\n\nMore Information needed" ]
[ -0.08359397947788239, 0.28640076518058777, -0.0013165618292987347, 0.010479338467121124, 0.048898082226514816, 0.10242931544780731, 0.1022319421172142, 0.11008086800575256, 0.15979734063148499, -0.026245350018143654, 0.1313750147819519, 0.059153806418180466, 0.03444421663880348, 0.11419866234064102, 0.004164325073361397, -0.0768846794962883, 0.07245022803544998, 0.09161673486232758, 0.0471092127263546, 0.04438770189881325, -0.02539663389325142, -0.05692632496356964, 0.08167000114917755, -0.089116171002388, -0.21217353641986847, 0.04813985526561737, -0.028934793546795845, -0.0021940318401902914, 0.008288988843560219, -0.0868680402636528, 0.13033029437065125, 0.02076333947479725, 0.03492998704314232, -0.1558419018983841, -0.013930702582001686, 0.01660078950226307, -0.05895755812525749, 0.057775840163230896, 0.0515243262052536, -0.03905215114355087, 0.03845120593905449, 0.1102840006351471, -0.02509075216948986, -0.026513194665312767, -0.07327607274055481, -0.2633504867553711, -0.12105241417884827, 0.018372971564531326, 0.01913691684603691, -0.05594402924180031, 0.09110559523105621, 0.07684522867202759, -0.08333278447389603, 0.015283916145563126, 0.028403714299201965, -0.10756120830774307, 0.06795082241296768, 0.17523080110549927, -0.0384133942425251, 0.0712147057056427, 0.00479718204587698, 0.05953477695584297, 0.1436893492937088, -0.03762570023536682, -0.05320822820067406, -0.00805472768843174, -0.09673109650611877, 0.07604432851076126, -0.04648338630795479, -0.12006495147943497, 0.30601415038108826, -0.004300534725189209, 0.04373069107532501, 0.032643355429172516, -0.039091210812330246, -0.14743375778198242, 0.0024357810616493225, 0.02168360911309719, 0.011053752154111862, 0.021050265058875084, 0.052673663944005966, -0.06277420371770859, -0.038770806044340134, -0.16107483208179474, -0.06915383040904999, 0.08189521729946136, -0.002455586800351739, 0.16153213381767273, -0.09819350391626358, 0.004518745932728052, -0.017895862460136414, -0.002025904133915901, -0.033262886106967926, -0.05987163633108139, 0.07513758540153503, 0.03678397461771965, -0.027767179533839226, 0.16395573318004608, 0.050563544034957886, 0.11961765587329865, 0.03333841636776924, 0.025188766419887543, -0.057834919542074203, 0.07283217459917068, 0.07139941304922104, -0.12696890532970428, 0.010783214122056961, -0.03793856129050255, -0.062255315482616425, -0.07795154303312302, 0.03642677515745163, -0.11010735481977463, -0.128422811627388, 0.032160595059394836, -0.04873032867908478, 0.07662887126207352, -0.03145279735326767, -0.11488907784223557, -0.03367021679878235, -0.05219151824712753, 0.23112262785434723, -0.06493893265724182, 0.03693762049078941, -0.03573526069521904, -0.07809292525053024, 0.06589893251657486, -0.06680716574192047, -0.009555785916745663, -0.01003778912127018, -0.029698796570301056, -0.08303983509540558, -0.06153581291437149, -0.11959386616945267, 0.04020233079791069, 0.11616092920303345, -0.16606003046035767, 0.07171668857336044, -0.05843852460384369, -0.35697558522224426, 0.06885604560375214, 0.050772447139024734, -0.06534579396247864, 0.12060146033763885, 0.0008671832038089633, 0.027696935459971428, -0.01406420674175024, -0.08229508996009827, 0.0863996297121048, -0.06273338943719864, 0.0679604560136795, 0.04841386154294014, 0.08727145940065384, -0.2389257252216339, 0.0696045458316803, -0.08166160434484482, 0.013456000946462154, 0.08541455864906311, 0.011679990217089653, -0.15124928951263428, -0.025738373398780823, -0.013475176878273487, -0.05147561430931091, -0.09842509031295776, 0.03522210940718651, -0.010343197733163834, -0.023944810032844543, -0.11039984971284866, -0.05565739795565605, 0.06802602857351303, -0.16960205137729645, -0.12463712692260742, -0.0014644396724179387, 0.04105565696954727, -0.07888506352901459, 0.005353760905563831, 0.28358402848243713, 0.2058691829442978, 0.025987405329942703, -0.049349263310432434, 0.12728504836559296, -0.07140779495239258, -0.402662992477417, 0.019197601824998856, 0.03134115785360336, -0.13729873299598694, 0.07156787067651749, 0.08328351378440857, -0.0070679448544979095, -0.039217859506607056, -0.07106532156467438, -0.05464677885174751, -0.12500637769699097, 0.05189727619290352, 0.027183856815099716, -0.0069440808147192, 0.011244173161685467, 0.07418668270111084, 0.11101219058036804, 0.09899964928627014, -0.029347404837608337, -0.016509495675563812, -0.055076610296964645, 0.21439102292060852, -0.13777261972427368, -0.02087506279349327, -0.13388940691947937, -0.1037454828619957, 0.03700147569179535, -0.03798093646764755, -0.015799183398485184, 0.05434255674481392, 0.047198522835969925, -0.02543909102678299, -0.021453779190778732, 0.05800493806600571, 0.08326581865549088, 0.0056773591786623, 0.02329104021191597, 0.03745120391249657, -0.07235395163297653, -0.06678278744220734, -0.08988942205905914, -0.06534212082624435, -0.04194450005888939, 0.05342911183834076, 0.10515338182449341, -0.024029672145843506, -0.03149273246526718, -0.0012649697018787265, 0.05459953472018242, -0.03984255716204643, -0.05223238840699196, 0.07513219863176346, -0.06068236380815506, 0.02157745324075222, -0.013039980083703995, -0.07728387415409088, 0.13257919251918793, 0.13770537078380585, -0.06612838804721832, 0.09312578290700912, -0.06751035898923874, 0.013866491615772247, -0.04259423166513443, 0.013591247610747814, 0.018346689641475677, -0.12843523919582367, -0.09652542322874069, 0.03945295885205269, -0.09509443491697311, -0.011518933810293674, 0.03142312914133072, 0.0432668961584568, -0.13140800595283508, -0.01683637872338295, 0.23488660156726837, -0.02635379321873188, 0.15092773735523224, 0.2045009285211563, 0.0066513060592114925, 0.16885600984096527, -0.034316010773181915, -0.09316270798444748, 0.03198918327689171, -0.009819515980780125, -0.08980539441108704, 0.1680780053138733, -0.0656425878405571, 0.04549054801464081, 0.10289499908685684, 0.042064834386110306, 0.16869476437568665, -0.17192807793617249, -0.07345786690711975, -0.047499045729637146, -0.04968445748090744, -0.11567424982786179, 0.00005455374775920063, -0.016803110018372536, 0.08239791542291641, -0.046639420092105865, -0.0674293115735054, 0.13824260234832764, 0.022585725411772728, 0.01065062079578638, 0.10516355186700821, -0.1717631220817566, -0.2909929156303406, -0.13360892236232758, -0.1456591784954071, -0.03641919046640396, 0.03195888176560402, -0.07964564114809036, -0.09885477274656296, -0.013742469251155853, 0.02782900258898735, -0.10918644815683365, -0.1716882288455963, -0.05875742807984352, 0.07450800389051437, 0.018839655444025993, -0.026363424956798553, -0.10630403459072113, 0.03641942888498306, 0.00653534010052681, 0.020282363519072533, 0.08512932062149048, -0.04839644581079483, 0.08430024981498718, 0.146880105137825, -0.02942023240029812, 0.06731037050485611, 0.005836523603647947, -0.02327495999634266, -0.061880167573690414, -0.040918949991464615, 0.16359832882881165, 0.02280816063284874, -0.009859973564743996, -0.03656132146716118, 0.04308721050620079, -0.1574128270149231, -0.048899248242378235, -0.00709650618955493, -0.21553047001361847, -0.22972503304481506, -0.16336368024349213, -0.05742807313799858, 0.14582763612270355, 0.0935191735625267, 0.0842786431312561, 0.06592072546482086, 0.07724544405937195, 0.04984646290540695, 0.030532196164131165, -0.1715402603149414, -0.04970605671405792, 0.03767402470111847, -0.04733964800834656, 0.026273462921380997, -0.13815928995609283, 0.031950030475854874, 0.1231357604265213, 0.25296539068222046, 0.2404511272907257, 0.0729740634560585, 0.059772443026304245, 0.02934320457279682, 0.21027372777462006, 0.11873432248830795, 0.11389363557100296, 0.057447660714387894, -0.030616911128163338, 0.03359413519501686, 0.014669673517346382, -0.049476537853479385, 0.009815596975386143, 0.06538340449333191, -0.11108299344778061, 0.049657680094242096, -0.08683057129383087, -0.06004135310649872, -0.1447383314371109, 0.11690954864025116, -0.27909529209136963, 0.1039222925901413, 0.04334912821650505, 0.13764221966266632, -0.11054733395576477, 0.1497713029384613, 0.08525034785270691, 0.028235189616680145, 0.1418241262435913, 0.004187606740742922, 0.03782591223716736, -0.09733091294765472, -0.07766649127006531, 0.03969089686870575, 0.015294751152396202, 0.06711799651384354, 0.14910031855106354, -0.12945625185966492, 0.15000005066394806, 0.007528964895755053, -0.03572602570056915, -0.10142265260219574, -0.0384003221988678, -0.08785644173622131, -0.015301559120416641, 0.12212426960468292, 0.030046239495277405, -0.2122398316860199, -0.13853368163108826, -0.08543732017278671, 0.019076604396104813, 0.11273996531963348, 0.10083942115306854, -0.11687558144330978, 0.05840647593140602, 0.02010790817439556, -0.025208819657564163, -0.25349482893943787, -0.024768827483057976, -0.11785701662302017, 0.016769034788012505, 0.13979391753673553, -0.1309332400560379, 0.010225794278085232, 0.016138803213834763, -0.08237931877374649, 0.11104936897754669, 0.028726372867822647, -0.03481210395693779, -0.0934201255440712, -0.030784714967012405, 0.1720571517944336, 0.05429133400321007, -0.017287729308009148, 0.031622063368558884, 0.03069484420120716, 0.009180264547467232, -0.2295973151922226, 0.015166210010647774, -0.07060252875089645, 0.02149045467376709, -0.046883001923561096, 0.1252579689025879, -0.023678787052631378, 0.013998241163790226, -0.024517985060811043, -0.00905406754463911, -0.036692481487989426, -0.10225246101617813, 0.13336138427257538, -0.020202798768877983, 0.055831436067819595, 0.17236575484275818, 0.04048389941453934, 0.20085109770298004, 0.12897448241710663, -0.013946397230029106, 0.09255968779325485, 0.09076831489801407, -0.018423648551106453, 0.1835854947566986, 0.1843791902065277, -0.0969504565000534, -0.26473763585090637, -0.03864254057407379, -0.14818057417869568, -0.08450010418891907, -0.03669368103146553, -0.25543689727783203, 0.14194084703922272, 0.17757976055145264, -0.02169734053313732, 0.3385629951953888, -0.13507865369319916, 0.015117252245545387, 0.1250973790884018, 0.055091265588998795, 0.2803111970424652, -0.05751153081655502, -0.08690108358860016, -0.07525146007537842, -0.1527811586856842, 0.2599496841430664, -0.05855584144592285, 0.010964461602270603, -0.08015148341655731, 0.10344532877206802, -0.04521670192480087, -0.048010922968387604, 0.1493186503648758, 0.05562632530927658, 0.07591284811496735, -0.03898705169558525, 0.029394565150141716, 0.03844631835818291, -0.029064379632472992, 0.047082290053367615, -0.024668054655194283, 0.021760225296020508, -0.20490148663520813, -0.009589629247784615, 0.03555906191468239, 0.022212976589798927, 0.026152033358812332, -0.05108895152807236, -0.06228316202759743, -0.01626843400299549, -0.13213284313678741, -0.0294660497456789, 0.13586178421974182, 0.09271128475666046, 0.08644511550664902, 0.13784952461719513, 0.016412874683737755, -0.18224471807479858, 0.06309785693883896, -0.14906162023544312, -0.0716395303606987, 0.07590647786855698, -0.18766915798187256, -0.007930699735879898, 0.11367355287075043, 0.04017584025859833, 0.012352683581411839, 0.04965375363826752, -0.010229899547994137, -0.01222799438983202, 0.1282867193222046, -0.10839921981096268, -0.018434714525938034, 0.024525735527276993, -0.08300882577896118, 0.0348241962492466, 0.10351092368364334, 0.03212703764438629, -0.044868480414152145, 0.02199467457830906, -0.01577896997332573, 0.057624317705631256, -0.06636890769004822, 0.08055949956178665, 0.12477070093154907, 0.03801557794213295, -0.18863743543624878, 0.2284652292728424, -0.022515898570418358, -0.04058854281902313, 0.013744201511144638, -0.07562480866909027, -0.0642346516251564, -0.0981888547539711, -0.07034285366535187, 0.14876343309879303, -0.06992213428020477, -0.19271868467330933, 0.03459892421960831, -0.0524313822388649, 0.09133675694465637, 0.024994980543851852, 0.04553968459367752, 0.0837738886475563, 0.011689218692481518, -0.02578994259238243, -0.09898574650287628, -0.07071554660797119, -0.14120857417583466, 0.06690078973770142, -0.13190814852714539, -0.10270103812217712, 0.003979988396167755, 0.12670110166072845, -0.07624068111181259, -0.062310293316841125, -0.05431447923183441, 0.09757055342197418, -0.13512732088565826, -0.030577832832932472, -0.03135963901877403, 0.026033494621515274, 0.008850486017763615, 0.01945328898727894, -0.09073112159967422, 0.0074213165789842606, -0.1096491813659668, 0.10275036096572876, 0.06939185410737991, -0.03756663203239441, -0.07948486506938934, 0.05955614894628525, 0.025410015136003494, 0.06669023633003235, 0.028661556541919708, 0.06699321419000626, 0.010096609592437744, 0.15044964849948883, -0.05720769241452217, -0.06595168262720108, 0.07467928528785706, 0.10465116798877716, 0.04551931843161583, 0.13344590365886688, -0.016578875482082367, 0.14760786294937134, -0.04959224537014961, 0.05952133610844612, -0.16870330274105072, -0.08865758776664734, -0.04812273010611534, -0.19420616328716278, -0.06221027672290802, -0.029554083943367004, 0.0020846063271164894, 0.1643134504556656, 0.03803298622369766, 0.007575517520308495, 0.09685274213552475, -0.021911006420850754, -0.020722251385450363, -0.03351714089512825, 0.011822406202554703, -0.11015983670949936, -0.0373077392578125, 0.09688916802406311, 0.018587816506624222, 0.02226826176047325, 0.48216643929481506, -0.07952620089054108, -0.1517498940229416, -0.10162356495857239, 0.0592011958360672, -0.07966092228889465, -0.015547391958534718, 0.317500501871109, 0.12050962448120117, 0.0026172101497650146, 0.003307645907625556, 0.0840960294008255, 0.011267061345279217, 0.08608051389455795, 0.0949404314160347, 0.08554939925670624, -0.00781051954254508, 0.02927827276289463, 0.07724960893392563, -0.08683627843856812, -0.02679251879453659, 0.06257219612598419, 0.004310013260692358, 0.08072005957365036, 0.06550785154104233, 0.02375100925564766, -0.022526152431964874, -0.01671060360968113, 0.01538192480802536, 0.035850394517183304, -0.06891827285289764, -0.0953005701303482, -0.14421477913856506, -0.02977217733860016, -0.18176330626010895, 0.044998906552791595, -0.08198827505111694, -0.01348454225808382, 0.25029629468917847, 0.05366683378815651, -0.020088883116841316, 0.020855415612459183, -0.04822847247123718, 0.1234516128897667, -0.034798454493284225, -0.0072959973476827145, -0.025017471984028816, -0.022174978628754616, -0.1268250048160553, 0.08036988973617554, -0.03698873147368431, 0.016187531873583794, -0.032205868512392044, 0.05589194595813751, 0.05739104747772217, -0.0703432485461235, -0.024395722895860672, -0.053229354321956635, 0.03140132129192352, -0.04875365272164345, 0.021455222740769386, -0.019081460312008858, 0.002338211517781019, 0.010934395715594292, 0.05237682908773422, -0.0040108212269842625, 0.07639496773481369, 0.022172128781676292, 0.05613492801785469, -0.07387271523475647, 0.07780095189809799, 0.03156150504946709, -0.02668808400630951, -0.08695291727781296, 0.18976257741451263, 0.14938168227672577, 0.007824498228728771, -0.021305091679096222, 0.07836594432592392, 0.033404551446437836, 0.0010644096182659268, 0.21033187210559845, 0.0478706993162632, 0.08307142555713654, 0.047929439693689346, -0.22194644808769226, -0.0399392805993557, -0.016875894740223885, 0.002529352903366089, 0.01701413281261921, 0.0502551831305027, -0.11561601608991623, -0.10921133309602737, 0.06267758458852768, -0.1761644333600998, 0.15945976972579956, 0.0981561690568924, -0.058488745242357254, -0.08093574643135071, -0.021265964955091476, 0.17710676789283752, -0.009832297451794147, -0.07862431555986404, -0.09082455933094025, 0.001054630265571177, -0.05607909336686134, -0.028035879135131836, -0.3276461064815521, -0.13680709898471832, -0.04530765116214752, 0.12640900909900665, 0.1402721405029297, -0.015682311728596687, 0.1349221169948578, 0.019424088299274445, 0.014639386907219887, -0.09336846321821213, 0.07207418978214264, -0.030267737805843353, -0.0422467440366745, -0.01547299139201641, 0.09073404222726822, -0.034128256142139435, -0.015472455881536007, 0.040857601910829544, 0.0461057648062706, -0.1021885797381401, 0.07895329594612122, -0.007386400830000639, 0.006280595436692238, -0.05795739218592644, -0.06569971144199371, 0.13586805760860443, -0.0019283914007246494, -0.012079150415956974, -0.05129831284284592, -0.030405502766370773, 0.13057278096675873, -0.042898405343294144, -0.03429780155420303, 0.005513331852853298, -0.024218851700425148, -0.16228748857975006, 0.06077391281723976, -0.03602118790149689, -0.08717652410268784, 0.09946176409721375, -0.07000911235809326, -0.029870647937059402, -0.0670781210064888, 0.047814663499593735, 0.08202831447124481, 0.06616435945034027, -0.0661679282784462, 0.07053704559803009, 0.03282250091433525, -0.001492101582698524, -0.07091818749904633, -0.07049737870693207 ]
3cffd418f684915a2ad5e3e9bb17b25f3866df0c
# Dataset Card for "bookcorpus_stage2_relation_label" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
MartinKu/bookcorpus_stage2_relation_label
[ "region:us" ]
2023-02-22T13:57:19+00:00
{"dataset_info": {"features": [{"name": "text", "dtype": "string"}, {"name": "relation_label_list", "sequence": "int64"}, {"name": "start_point_list", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 21667730608, "num_examples": 74004248}], "download_size": 3694358344, "dataset_size": 21667730608}}
2023-02-27T00:01:45+00:00
[]
[]
TAGS #region-us
# Dataset Card for "bookcorpus_stage2_relation_label" More Information needed
[ "# Dataset Card for \"bookcorpus_stage2_relation_label\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"bookcorpus_stage2_relation_label\"\n\nMore Information needed" ]
[ 6, 22 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"bookcorpus_stage2_relation_label\"\n\nMore Information needed" ]
[ -0.06095021590590477, 0.1526486873626709, -0.002992980182170868, 0.024000216275453568, -0.009478979744017124, 0.13388827443122864, 0.2274245023727417, 0.10930783301591873, 0.1141459196805954, -0.020562846213579178, 0.09725882858037949, 0.04409065097570419, 0.09569953382015228, 0.2913166880607605, -0.08357992768287659, -0.13206547498703003, 0.03901750594377518, 0.05415382236242294, 0.08719182759523392, 0.05075480788946152, 0.023119166493415833, -0.0446714386343956, 0.060098908841609955, -0.10210075974464417, -0.2414119988679886, -0.003595333080738783, -0.01116873323917389, -0.03575051948428154, 0.0929010808467865, -0.023802071809768677, 0.20825204253196716, 0.08138523995876312, 0.049960389733314514, -0.10911983251571655, 0.026087183505296707, -0.034850262105464935, -0.08575216680765152, 0.08640389889478683, 0.0052886223420500755, -0.10874593257904053, 0.01108059287071228, 0.022828243672847748, 0.04247065633535385, -0.07633425295352936, -0.17170462012290955, -0.17244897782802582, -0.16329985857009888, 0.08200408518314362, 0.05808490514755249, -0.13338761031627655, 0.0827069878578186, 0.13442246615886688, -0.043469659984111786, 0.013137747533619404, 0.0631483867764473, -0.16179202497005463, 0.020174944773316383, 0.30877217650413513, 0.014726372435688972, 0.06453622877597809, -0.06848976761102676, 0.03743894398212433, 0.08283575624227524, -0.04163600876927376, 0.0030838684178888798, -0.06985923647880554, -0.04744464531540871, 0.11404106765985489, -0.032244741916656494, -0.0996742844581604, 0.29504019021987915, -0.03679250180721283, -0.022087402641773224, 0.043644797056913376, -0.011435290798544884, 0.06642839312553406, 0.004253428429365158, 0.013582488521933556, 0.049928586930036545, 0.016160832718014717, 0.08105211704969406, -0.020909477025270462, -0.1037091612815857, -0.13343819975852966, -0.18782933056354523, 0.07012084871530533, -0.08115099370479584, 0.17067795991897583, -0.13584288954734802, 0.04319046065211296, -0.15507876873016357, -0.003109514946117997, -0.011943649500608444, -0.1222958192229271, -0.0036822427064180374, -0.05340385437011719, -0.009305346757173538, 0.09326712787151337, 0.012712876312434673, 0.0278940349817276, 0.004089847207069397, -0.0029700875747948885, -0.0517459362745285, 0.16870957612991333, 0.16984723508358002, -0.006672765128314495, 0.11102660000324249, -0.024959620088338852, -0.0023076387587934732, 0.0008753156289458275, 0.07222405821084976, -0.07199154049158096, -0.17615164816379547, -0.040025874972343445, -0.08024710416793823, 0.030622662976384163, -0.05486162379384041, -0.15706709027290344, -0.04582035541534424, -0.0019923048093914986, 0.22865456342697144, -0.07473494112491608, 0.03753337264060974, -0.04051509499549866, -0.04711637645959854, 0.02311522886157036, -0.07188352197408676, -0.017232012003660202, 0.07312095910310745, 0.05294074863195419, -0.035199906677007675, -0.019498910754919052, -0.05375859886407852, -0.004502936732023954, 0.11494776606559753, -0.08707375824451447, 0.05117834359407425, -0.027210745960474014, -0.2999736964702606, 0.006977769546210766, 0.06678560376167297, -0.059125449508428574, 0.11821352690458298, 0.02967972308397293, 0.11744970083236694, 0.021332982927560806, -0.03165403753519058, 0.07264423370361328, -0.07455138117074966, 0.018093131482601166, -0.04464080184698105, 0.15083478391170502, -0.2064700722694397, 0.014331762678921223, -0.07134860008955002, 0.03447353467345238, -0.21579474210739136, -0.019923444837331772, -0.03229248896241188, -0.01806354895234108, -0.032390620559453964, 0.01673145405948162, -0.10426002740859985, 0.055277127772569656, -0.05038871243596077, 0.08393240720033646, -0.19422239065170288, -0.09821638464927673, 0.22880464792251587, -0.18989326059818268, -0.1830834150314331, -0.03891224414110184, -0.06501682847738266, 0.07760651409626007, 0.05967927724123001, 0.280338853597641, 0.07239122688770294, -0.013339978642761707, -0.029860543087124825, 0.1567058563232422, -0.16328085958957672, -0.2576873302459717, 0.08777889609336853, -0.00799286924302578, -0.08597756922245026, -0.012646250426769257, 0.11875699460506439, -0.09103544801473618, 0.00028432649560272694, -0.038731951266527176, -0.008620026521384716, -0.05604273080825806, 0.05794657766819, 0.013485982082784176, 0.0022859792225062847, -0.022344274446368217, 0.13518528640270233, 0.10298062860965729, 0.056209005415439606, 0.028118180111050606, -0.003319024806842208, 0.10503171384334564, 0.10376095771789551, -0.11163625121116638, -0.019116178154945374, -0.15849201381206512, -0.04670512676239014, 0.03485606983304024, -0.05204145237803459, 0.06542489677667618, 0.05270124971866608, 0.0739382654428482, -0.018848996609449387, -0.07827955484390259, 0.06251734495162964, 0.06459560990333557, -0.023974472656846046, -0.0658138319849968, -0.053737204521894455, 0.04925346374511719, -0.10130040347576141, -0.08260602504014969, -0.0698772445321083, -0.026937346905469894, 0.03824601322412491, 0.04106372594833374, 0.02297341451048851, 0.008588138967752457, 0.05899973213672638, -0.025480493903160095, -0.0281143207103014, -0.038480643182992935, 0.07648678123950958, -0.04736032709479332, -0.051375292241573334, 0.023593395948410034, -0.022178547456860542, 0.13831162452697754, 0.12052489817142487, 0.065894715487957, -0.008736690506339073, -0.25052928924560547, -0.00827888771891594, 0.0125263137742877, -0.08485138416290283, 0.09562134742736816, -0.008784057572484016, -0.03182024881243706, 0.019414164125919342, -0.11721546202898026, -0.003317821305245161, 0.014021588489413261, -0.017845280468463898, -0.0996917337179184, 0.029469642788171768, 0.098014697432518, -0.2500447630882263, 0.10808689892292023, 0.30029231309890747, 0.11182074248790741, 0.108693927526474, -0.022209512069821358, -0.07924140244722366, -0.04920647293329239, -0.06648358702659607, -0.053093284368515015, 0.23076483607292175, -0.006691856309771538, -0.02615944854915142, 0.08996814489364624, 0.017992930486798286, 0.06106090545654297, -0.19228079915046692, -0.0527573861181736, -0.03417385369539261, -0.025326691567897797, -0.18392300605773926, -0.016173187643289566, 0.007307283114641905, 0.13762879371643066, 0.022446224465966225, -0.03671853244304657, 0.09197800606489182, -0.01661023125052452, -0.06047318875789642, 0.1420622318983078, -0.11268747597932816, -0.28427475690841675, -0.07569769024848938, -0.011812045238912106, 0.06973081082105637, 0.06506878137588501, -0.0741841048002243, 0.005509174894541502, 0.0253156628459692, 0.006432951893657446, -0.11571064591407776, -0.18612362444400787, -0.033356212079524994, -0.07315748929977417, 0.097554050385952, -0.19798411428928375, -0.0928276777267456, -0.007415414322167635, -0.052558738738298416, 0.10733824968338013, 0.11757171154022217, -0.16008439660072327, 0.005086211487650871, 0.15406662225723267, -0.05537066608667374, 0.040479231625795364, -0.09928420186042786, -0.01073706615716219, -0.0640922263264656, 0.034272320568561554, 0.057210713624954224, 0.007132480852305889, 0.03962034359574318, 0.10269985347986221, 0.02956235595047474, -0.08442376554012299, -0.03811872377991676, -0.1518743932247162, -0.1822049617767334, -0.2956765294075012, -0.04174889624118805, -0.035169586539268494, 0.17058275640010834, 0.042426947504282, 0.006976795382797718, -0.021648628637194633, 0.04843856394290924, 0.09252427518367767, 0.03926342353224754, -0.008810200728476048, 0.010290988720953465, -0.09815031290054321, 0.009590532630681992, 0.04118436947464943, -0.1316336840391159, 0.035929013043642044, 0.15662802755832672, 0.25792598724365234, 0.18395738303661346, 0.07326371967792511, -0.013744456693530083, -0.002124766819179058, 0.03927667438983917, 0.14262577891349792, 0.14221622049808502, 0.08114995807409286, 0.00812155194580555, -0.0711580216884613, 0.0007879799231886864, -0.05155838280916214, 0.07282491773366928, 0.08267724514007568, -0.133881613612175, -0.04258297383785248, -0.14422255754470825, -0.003908601589500904, -0.22947083413600922, 0.15421950817108154, -0.18119385838508606, 0.05736161768436432, 0.0798017755150795, 0.15715354681015015, -0.09311698377132416, 0.05240509659051895, -0.01749979518353939, -0.1116066426038742, 0.12132114171981812, 0.02728162705898285, 0.04780343174934387, -0.13209301233291626, -0.05798616260290146, -0.19589631259441376, -0.1240740492939949, -0.02719300054013729, 0.09642240405082703, -0.08525148034095764, 0.3009839355945587, 0.05699639767408371, -0.07534502446651459, -0.0363505482673645, 0.000556085491552949, 0.0023294687271118164, 0.11142383515834808, 0.08688029646873474, 0.05217595770955086, -0.2771134674549103, -0.03532525151968002, -0.056221261620521545, -0.027047401294112206, 0.10968261957168579, 0.015522221103310585, -0.09510626643896103, 0.07352617383003235, -0.0063113863579928875, -0.06927935779094696, -0.13270235061645508, 0.03675617277622223, -0.10801324248313904, 0.05578501522541046, -0.016786161810159683, -0.21977880597114563, 0.009725876152515411, -0.017243679612874985, 0.07339879870414734, 0.17208179831504822, 0.0748911127448082, -0.0244750939309597, -0.07854469120502472, -0.03958761319518089, 0.11909177899360657, 0.008883148431777954, -0.01726711541414261, -0.019176356494426727, 0.07199954986572266, -0.07407087087631226, -0.17661887407302856, 0.06902523338794708, -0.0290234312415123, 0.0741213709115982, -0.14714272320270538, 0.16627058386802673, -0.09726609289646149, 0.04783662408590317, 0.030603593215346336, 0.013041872531175613, -0.07409524917602539, -0.02168908342719078, 0.2514474391937256, -0.008543753996491432, 0.20149457454681396, 0.1991361677646637, -0.009569774381816387, 0.027345340698957443, 0.13478294014930725, -0.031836044043302536, 0.1217169314622879, 0.1285277158021927, -0.04532645642757416, 0.23434209823608398, 0.18408596515655518, -0.09963208436965942, -0.22969359159469604, 0.054075125604867935, -0.13897080719470978, -0.00510004535317421, -0.033473316580057144, -0.12794075906276703, 0.058646827936172485, 0.12889130413532257, -0.05057372897863388, 0.18839596211910248, -0.09849269688129425, -0.041762299835681915, 0.10009592026472092, -0.008606265299022198, 0.2934494614601135, -0.1067957878112793, -0.07593618333339691, -0.14133331179618835, -0.21262137591838837, 0.17329010367393494, -0.13798025250434875, 0.026486389338970184, -0.04238579422235489, 0.08365574479103088, -0.06865105032920837, -0.022976413369178772, 0.153830885887146, 0.04871485382318497, 0.07705016434192657, -0.032415807247161865, -0.18112283945083618, 0.10589247941970825, -0.10015219449996948, -0.013408394530415535, 0.0947253480553627, 0.046346817165613174, -0.215033158659935, -0.018531225621700287, 0.05400778353214264, 0.016612732782959938, 0.04570460692048073, -0.06274157762527466, -0.163837730884552, 0.010653420351445675, -0.10492037236690521, -0.037259772419929504, 0.11170951277017593, 0.028761131688952446, 0.04806945100426674, 0.15078431367874146, 0.029295220971107483, -0.08392580598592758, 0.007707549259066582, -0.045026056468486786, -0.11987033486366272, 0.02432689629495144, -0.292952299118042, 0.010748108848929405, 0.1273362934589386, 0.010904250666499138, 0.0704607143998146, 0.09218297153711319, 0.03467869013547897, 0.009756243787705898, 0.13000383973121643, -0.08087964355945587, 0.03132300078868866, 0.07967618852853775, -0.06811997294425964, -0.030458811670541763, 0.07929074019193649, 0.028201952576637268, 0.05152492597699165, -0.054039351642131805, -0.005737283267080784, 0.03416319191455841, -0.05656586214900017, 0.04864088073372841, 0.06351347267627716, 0.027974821627140045, -0.12804050743579865, 0.27266445755958557, 0.0539880208671093, -0.05545118451118469, -0.03530903160572052, -0.058869797736406326, -0.09453767538070679, -0.04001327231526375, 0.0638173446059227, 0.20089121162891388, -0.14786022901535034, -0.06586572527885437, 0.024640515446662903, -0.10346993803977966, 0.015794890001416206, 0.21013018488883972, 0.06546289473772049, 0.0928259789943695, 0.04383985698223114, -0.034523822367191315, -0.011330125853419304, -0.04929570481181145, -0.09559047222137451, 0.060354821383953094, 0.013032229617238045, -0.06117507815361023, -0.08790436387062073, 0.10785681009292603, -0.05934549868106842, -0.048009805381298065, -0.15330493450164795, 0.026635538786649704, -0.09863123297691345, 0.08951113373041153, 0.009362515062093735, -0.021393533796072006, -0.0005129044875502586, 0.04492926225066185, -0.0064631253480911255, -0.06415148824453354, -0.13066160678863525, 0.14490345120429993, -0.01752573251724243, 0.0970749706029892, -0.08303195238113403, -0.04282741993665695, 0.09346093982458115, 0.034961629658937454, 0.07877020537853241, 0.12110582739114761, 0.07344426959753036, 0.06977055966854095, -0.1258488893508911, -0.08822440356016159, 0.027540938928723335, 0.04477611929178238, 0.04768723249435425, -0.03960740938782692, -0.01583598367869854, 0.04492843896150589, -0.08882668614387512, 0.10130563378334045, -0.07271875441074371, 0.008587555959820747, 0.008491086773574352, -0.19916152954101562, -0.16371986269950867, 0.033841706812381744, -0.012342209927737713, 0.20043626427650452, 0.08128508925437927, -0.05533025413751602, 0.06848731637001038, -0.026119647547602654, -0.08878514170646667, -0.005144507624208927, 0.002996596973389387, -0.13850530982017517, -0.08462739735841751, -0.01283670961856842, 0.014132190495729446, 0.023729801177978516, 0.4875728487968445, 0.021413791924715042, -0.024722985923290253, -0.038151904940605164, 0.05038762465119362, 0.028660546988248825, 0.019940407946705818, 0.23845994472503662, 0.09954916685819626, -0.07268758118152618, 0.03513389825820923, 0.09602726250886917, 0.028128094971179962, 0.03809497505426407, 0.1770017147064209, 0.06250698864459991, 0.060516223311424255, 0.11046279966831207, 0.010671049356460571, -0.022086281329393387, 0.04727354273200035, -0.09009406715631485, 0.08712060004472733, -0.025688733905553818, 0.05383750796318054, 0.07081210613250732, 0.050879742950201035, -0.13647866249084473, 0.06522409617900848, -0.050807029008865356, -0.12891224026679993, -0.11205972731113434, -0.03544925898313522, -0.06956873089075089, -0.0709245502948761, 0.01308985985815525, -0.09349596500396729, 0.004061332903802395, 0.09065598249435425, 0.033852145075798035, 0.023893650621175766, -0.12290563434362411, -0.1119396761059761, 0.06004786118865013, 0.07346408069133759, 0.012011290527880192, -0.012355566956102848, -0.01955333724617958, -0.08969538658857346, 0.012736020609736443, -0.10681334137916565, 0.00125805102288723, -0.01659725420176983, 0.11949784308671951, -0.018095532432198524, -0.08287745714187622, -0.05517997592687607, -0.041231606155633926, 0.05424430966377258, -0.037020303308963776, 0.003336431924253702, 0.05024382099509239, 0.033733468502759933, 0.06483543664216995, 0.15360495448112488, -0.024907931685447693, 0.0948534607887268, -0.022698167711496353, 0.1085582822561264, -0.09217800199985504, 0.04891159385442734, 0.01788558065891266, -0.03727128356695175, -0.03242964297533035, 0.17905154824256897, 0.25623565912246704, -0.04314097389578819, -0.050814248621463776, 0.05560469627380371, 0.029646459966897964, 0.09475062787532806, 0.1444230079650879, 0.018104910850524902, 0.07074753195047379, -0.04016836732625961, -0.10582512617111206, 0.02270139381289482, 0.00006300536915659904, 0.02065945416688919, 0.06389088183641434, 0.04886048287153244, -0.086105115711689, -0.07932412624359131, 0.12240524590015411, -0.09413760900497437, -0.013510610908269882, 0.0824124813079834, -0.21944469213485718, -0.12289657443761826, 0.0016357824206352234, 0.06636935472488403, -0.05931868404150009, 0.021819528192281723, -0.09094713628292084, -0.02779511734843254, -0.032375842332839966, -0.030563361942768097, -0.3532577157020569, -0.15314236283302307, -0.0022641392424702644, -0.01166775356978178, 0.0902947187423706, -0.028574269264936447, 0.14811383187770844, 0.012826201505959034, 0.05071955919265747, -0.04214797541499138, -0.0034240083768963814, 0.003167614573612809, 0.04295051097869873, -0.024455446749925613, 0.09825927019119263, -0.06300349533557892, -0.10926097631454468, 0.1258673369884491, 0.03949856758117676, -0.03604487329721451, 0.1013767346739769, -0.06217586249113083, -0.032387129962444305, -0.02755133807659149, -0.10060201585292816, 0.0903877466917038, 0.05231017619371414, 0.02249571494758129, 0.03219104930758476, 0.022567562758922577, 0.05781790241599083, 0.055762484669685364, -0.021612029522657394, -0.010081034153699875, 0.09641510993242264, -0.04224105924367905, 0.052005477249622345, -0.009174814447760582, -0.16829442977905273, 0.025778014212846756, -0.12055563926696777, 0.011319807730615139, -0.08496236801147461, 0.12091387808322906, 0.007295005023479462, 0.05916707217693329, -0.050664715468883514, -0.08370807021856308, 0.06790557503700256, 0.029065173119306564, -0.02995012141764164, -0.1020888239145279 ]
e9f31477ff2d881d90a67fcf1a20ce3299017dea
# Dataset Card for Dataset Name ## Dataset Description - **Homepage:** - **Repository:** - **Paper:** - **Leaderboard:** - **Point of Contact:** ### Dataset Summary This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1). ### Supported Tasks and Leaderboards [More Information Needed] ### Languages [More Information Needed] ## Dataset Structure ### Data Instances [More Information Needed] ### Data Fields [More Information Needed] ### Data Splits [More Information Needed] ## Dataset Creation ### Curation Rationale [More Information Needed] ### Source Data #### Initial Data Collection and Normalization [More Information Needed] #### Who are the source language producers? [More Information Needed] ### Annotations #### Annotation process [More Information Needed] #### Who are the annotators? [More Information Needed] ### Personal and Sensitive Information [More Information Needed] ## Considerations for Using the Data ### Social Impact of Dataset [More Information Needed] ### Discussion of Biases [More Information Needed] ### Other Known Limitations [More Information Needed] ## Additional Information ### Dataset Curators [More Information Needed] ### Licensing Information [More Information Needed] ### Citation Information [More Information Needed] ### Contributions [More Information Needed]
businesstengi/mikeyAIData
[ "task_categories:conversational", "task_categories:text-generation", "task_categories:text-classification", "size_categories:100K<n<1M", "language:en", "license:afl-3.0", "region:us" ]
2023-02-22T14:05:36+00:00
{"language": ["en"], "license": "afl-3.0", "size_categories": ["100K<n<1M"], "task_categories": ["conversational", "text-generation", "text-classification"], "pretty_name": "mikeyData"}
2023-02-22T16:51:58+00:00
[]
[ "en" ]
TAGS #task_categories-conversational #task_categories-text-generation #task_categories-text-classification #size_categories-100K<n<1M #language-English #license-afl-3.0 #region-us
# Dataset Card for Dataset Name ## Dataset Description - Homepage: - Repository: - Paper: - Leaderboard: - Point of Contact: ### Dataset Summary This dataset card aims to be a base template for new datasets. It has been generated using this raw template. ### Supported Tasks and Leaderboards ### Languages ## Dataset Structure ### Data Instances ### Data Fields ### Data Splits ## Dataset Creation ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### Personal and Sensitive Information ## Considerations for Using the Data ### Social Impact of Dataset ### Discussion of Biases ### Other Known Limitations ## Additional Information ### Dataset Curators ### Licensing Information ### Contributions
[ "# Dataset Card for Dataset Name", "## Dataset Description\n\n- Homepage: \n- Repository: \n- Paper: \n- Leaderboard: \n- Point of Contact:", "### Dataset Summary\n\nThis dataset card aims to be a base template for new datasets. It has been generated using this raw template.", "### Supported Tasks and Leaderboards", "### Languages", "## Dataset Structure", "### Data Instances", "### Data Fields", "### Data Splits", "## Dataset Creation", "### Curation Rationale", "### Source Data", "#### Initial Data Collection and Normalization", "#### Who are the source language producers?", "### Annotations", "#### Annotation process", "#### Who are the annotators?", "### Personal and Sensitive Information", "## Considerations for Using the Data", "### Social Impact of Dataset", "### Discussion of Biases", "### Other Known Limitations", "## Additional Information", "### Dataset Curators", "### Licensing Information", "### Contributions" ]
[ "TAGS\n#task_categories-conversational #task_categories-text-generation #task_categories-text-classification #size_categories-100K<n<1M #language-English #license-afl-3.0 #region-us \n", "# Dataset Card for Dataset Name", "## Dataset Description\n\n- Homepage: \n- Repository: \n- Paper: \n- Leaderboard: \n- Point of Contact:", "### Dataset Summary\n\nThis dataset card aims to be a base template for new datasets. It has been generated using this raw template.", "### Supported Tasks and Leaderboards", "### Languages", "## Dataset Structure", "### Data Instances", "### Data Fields", "### Data Splits", "## Dataset Creation", "### Curation Rationale", "### Source Data", "#### Initial Data Collection and Normalization", "#### Who are the source language producers?", "### Annotations", "#### Annotation process", "#### Who are the annotators?", "### Personal and Sensitive Information", "## Considerations for Using the Data", "### Social Impact of Dataset", "### Discussion of Biases", "### Other Known Limitations", "## Additional Information", "### Dataset Curators", "### Licensing Information", "### Contributions" ]
[ 62, 8, 24, 32, 10, 4, 6, 6, 5, 5, 5, 7, 4, 10, 10, 5, 5, 9, 8, 8, 7, 8, 7, 5, 6, 6, 5 ]
[ "passage: TAGS\n#task_categories-conversational #task_categories-text-generation #task_categories-text-classification #size_categories-100K<n<1M #language-English #license-afl-3.0 #region-us \n# Dataset Card for Dataset Name## Dataset Description\n\n- Homepage: \n- Repository: \n- Paper: \n- Leaderboard: \n- Point of Contact:### Dataset Summary\n\nThis dataset card aims to be a base template for new datasets. It has been generated using this raw template.### Supported Tasks and Leaderboards### Languages## Dataset Structure### Data Instances### Data Fields### Data Splits## Dataset Creation### Curation Rationale### Source Data#### Initial Data Collection and Normalization#### Who are the source language producers?### Annotations#### Annotation process#### Who are the annotators?### Personal and Sensitive Information## Considerations for Using the Data### Social Impact of Dataset### Discussion of Biases### Other Known Limitations## Additional Information### Dataset Curators### Licensing Information### Contributions" ]
[ -0.034301307052373886, 0.2514236271381378, -0.003983082249760628, 0.035492852330207825, 0.08400866389274597, 0.03651558235287666, 0.08742352575063705, 0.1323680430650711, -0.01776285469532013, 0.12119099497795105, 0.04201998934149742, 0.11168142408132553, 0.16337843239307404, 0.13333269953727722, -0.04097145050764084, -0.18742412328720093, 0.012853274121880531, -0.027733054012060165, 0.002244895789772272, 0.11646993458271027, 0.134135439991951, -0.09832450747489929, 0.09663208574056625, -0.06953717023134232, -0.06746959686279297, 0.007408957928419113, -0.06094965711236, -0.025923417881131172, 0.04015734791755676, 0.07549387961626053, 0.03181788697838783, 0.04203486815094948, 0.06538233906030655, -0.2803405225276947, 0.027336955070495605, 0.02511380799114704, 0.009296308271586895, 0.06065016984939575, 0.09830562770366669, -0.0821370780467987, 0.10641290992498398, -0.13839519023895264, 0.07420829683542252, 0.08553212136030197, -0.14551205933094025, -0.1815730631351471, -0.17282186448574066, 0.06407871097326279, 0.09612275660037994, 0.02419537864625454, -0.0703040361404419, 0.048591308295726776, -0.0937938317656517, 0.0444488525390625, 0.09213671833276749, -0.1012967899441719, -0.046175748109817505, 0.086088165640831, 0.02240247279405594, 0.08838551491498947, -0.10803066194057465, 0.02830476313829422, 0.019966237246990204, 0.02714710123836994, 0.07398483902215958, -0.05201758071780205, -0.033755846321582794, 0.05101225525140762, -0.13731172680854797, -0.09263826161623001, 0.21255101263523102, 0.03214379400014877, 0.010357143357396126, -0.17735931277275085, 0.009809814393520355, -0.024356046691536903, -0.02785874344408512, 0.002918735146522522, 0.026649342849850655, -0.03400859981775284, 0.10661188513040543, -0.04603990539908409, -0.047416284680366516, -0.028756964951753616, 0.03020428493618965, -0.03577153757214546, 0.02472849190235138, 0.005840418394654989, 0.023954782634973526, 0.040397897362709045, 0.02406238205730915, -0.11411138623952866, -0.03708762675523758, -0.03437686339020729, -0.08865813165903091, -0.02919105440378189, 0.11149989813566208, 0.046408217400312424, 0.10718997567892075, 0.10839241743087769, -0.06763803958892822, 0.04248969629406929, -0.0694083645939827, 0.001082811621017754, 0.12596622109413147, 0.03963666409254074, -0.13251899182796478, -0.14213135838508606, -0.0026506155263632536, 0.024585479870438576, 0.009656639769673347, -0.03526320308446884, -0.043108467012643814, 0.06132791191339493, 0.012888837605714798, 0.1487615555524826, 0.13814835250377655, 0.017840540036559105, -0.08810050785541534, -0.027325168251991272, 0.14215072989463806, -0.10006525367498398, 0.034617189317941666, 0.06426476687192917, -0.03430541604757309, -0.02457827888429165, -0.06743192672729492, 0.02313077077269554, -0.0787370353937149, 0.05253606289625168, -0.0619732029736042, -0.044727712869644165, -0.09597416967153549, -0.08200478553771973, 0.09863877296447754, -0.03806744143366814, -0.02421874739229679, 0.0412103533744812, -0.1729784458875656, -0.06359640508890152, 0.02369530498981476, -0.12299922108650208, -0.0915028303861618, -0.027098845690488815, -0.04230130463838577, 0.010332993231713772, -0.027943195775151253, 0.06384094059467316, -0.07658091932535172, 0.05533976852893829, -0.010714341886341572, 0.03755360469222069, 0.008916006423532963, 0.04627218842506409, -0.08808714896440506, 0.09283626824617386, -0.09279630333185196, 0.1004003956913948, -0.15837779641151428, 0.013725425116717815, -0.1360071748495102, -0.0756249651312828, 0.06354796886444092, 0.0010582051472738385, -0.05787716060876846, 0.1696898639202118, -0.21710442006587982, -0.01468685269355774, 0.12146270275115967, -0.08209684491157532, -0.13838371634483337, 0.07980655133724213, -0.045533981174230576, 0.025303348898887634, 0.02399827539920807, 0.14349351823329926, -0.016675688326358795, 0.04722626134753227, -0.054145168513059616, -0.05049245432019234, 0.01835094392299652, 0.1515401005744934, 0.1244279220700264, -0.08490446954965591, 0.07295248657464981, -0.0061007412150502205, -0.019735919311642647, -0.08303089439868927, -0.03445260599255562, -0.11650807410478592, 0.0048849438317120075, -0.028058985248208046, 0.0369141548871994, 0.04791529104113579, -0.08988798409700394, -0.020354753360152245, -0.04923861101269722, -0.01044507697224617, 0.018339285627007484, -0.01751149818301201, -0.04213789477944374, -0.06435360759496689, 0.08462117612361908, -0.057464372366666794, 0.03241338953375816, -0.15548349916934967, -0.09312375634908676, 0.019590314477682114, -0.03839670494198799, 0.11289971321821213, 0.0018174536526203156, -0.00023687431530561298, -0.033794280141592026, -0.04521849751472473, 0.003185044042766094, 0.034802041947841644, 0.019727766513824463, 0.009107716381549835, -0.23754636943340302, -0.019249020144343376, -0.0490025170147419, 0.11040877550840378, -0.17981791496276855, 0.035959020256996155, 0.19660651683807373, 0.13368400931358337, 0.030049066990613937, -0.03890586271882057, 0.08629023283720016, 0.02677156589925289, -0.04047766700387001, -0.06300617009401321, 0.012659032829105854, -0.08744378387928009, -0.01770426519215107, 0.00812677014619112, -0.13720297813415527, 0.020512975752353668, 0.07879119366407394, 0.019135212525725365, -0.06342897564172745, -0.0701417401432991, -0.03858288750052452, -0.027171844616532326, -0.0362057127058506, -0.0540870763361454, 0.0357181578874588, 0.03886820375919342, 0.005240280646830797, -0.09893596917390823, -0.03665652126073837, -0.013768632896244526, -0.01865357719361782, -0.07166972011327744, 0.14162945747375488, 0.08554805815219879, -0.15811687707901, 0.20314961671829224, 0.044842783361673355, 0.13753223419189453, 0.11376084387302399, -0.02581264264881611, -0.07534758746623993, -0.019049888476729393, 0.007780853193253279, -0.010835587978363037, 0.14160095155239105, -0.18580372631549835, 0.016977518796920776, 0.062178462743759155, -0.0035484707914292812, 0.032255351543426514, -0.08521469682455063, 0.01948367804288864, 0.0028460302855819464, -0.08732112497091293, -0.037737857550382614, -0.02528088167309761, 0.03965418040752411, 0.12337329983711243, 0.06481972336769104, 0.1289813220500946, 0.008731705136597157, -0.057545967400074005, -0.12879522144794464, 0.1499980241060257, -0.10849248617887497, -0.21603280305862427, -0.08703023940324783, -0.10055344551801682, -0.05020507797598839, -0.013865573331713676, 0.030772237107157707, -0.02493290789425373, -0.08127832412719727, -0.060842350125312805, 0.12081702798604965, -0.004986281972378492, -0.14777575433254242, -0.05980517715215683, -0.012895782478153706, -0.04383845627307892, -0.12537533044815063, 0.03953314945101738, 0.10869556665420532, -0.021476998925209045, 0.010512814857065678, 0.03846197947859764, 0.15979789197444916, 0.16164147853851318, 0.042221564799547195, -0.01274450495839119, -0.051872625946998596, 0.26648202538490295, -0.16533105075359344, 0.09684325009584427, 0.10148118436336517, -0.04286351799964905, 0.043797630816698074, 0.257186621427536, 0.04825546219944954, -0.0943678542971611, -0.0006220531649887562, 0.08057397603988647, -0.044091515243053436, -0.25428158044815063, -0.11398182064294815, -0.08869708329439163, 0.025638053193688393, 0.030914101749658585, 0.05651829391717911, 0.02974780462682247, 0.052661627531051636, -0.07435078918933868, -0.04284777492284775, 0.035955850034952164, 0.08060169219970703, 0.09857229143381119, -0.004942487925291061, 0.05132139474153519, -0.05810386687517166, 0.008319482207298279, 0.12081880867481232, 0.10278505831956863, 0.1825939267873764, 0.03900641202926636, 0.240434467792511, 0.10249606519937515, 0.14231735467910767, -0.029298555105924606, 0.004368999972939491, 0.002975208219140768, 0.0754886344075203, -0.025189073756337166, -0.06771146506071091, -0.014800422824919224, 0.055953674018383026, 0.06918536871671677, -0.060643646866083145, 0.05665655434131622, -0.13851098716259003, 0.0712294653058052, 0.20599479973316193, 0.012696345336735249, -0.1471143215894699, 0.0020449624862521887, 0.17442864179611206, -0.012253901921212673, -0.12745150923728943, 0.017497211694717407, 0.056499261409044266, -0.16321127116680145, 0.10058190673589706, -0.01964690163731575, 0.15874885022640228, -0.11616604030132294, -0.03788895532488823, -0.08252647519111633, -0.03204277530312538, -0.025863803923130035, 0.14535808563232422, -0.22322510182857513, 0.19649843871593475, 0.052151404321193695, 0.016431031748652458, -0.1572723686695099, 0.0379648432135582, -0.013332072645425797, 0.06427542865276337, 0.180442214012146, -0.008195780217647552, -0.06513311713933945, -0.05110563710331917, -0.04586143419146538, -0.005201785825192928, 0.0483219288289547, -0.07901380211114883, 0.09122082591056824, 0.005084669217467308, -0.0020154512021690607, -0.05652241408824921, -0.07285837084054947, -0.11107183992862701, -0.18610943853855133, 0.05940267816185951, -0.050495028495788574, 0.06613324582576752, -0.03531578183174133, -0.011060708202421665, -0.03125666454434395, 0.1622346192598343, -0.17208828032016754, -0.09816014021635056, -0.15564529597759247, 0.0029097641818225384, 0.1391013264656067, -0.02696225605905056, 0.031080352142453194, -0.024314524605870247, 0.16288039088249207, 0.013347668573260307, -0.020955607295036316, 0.08199656754732132, -0.04749368503689766, -0.21482588350772858, -0.009560293518006802, 0.15133115649223328, 0.0449722483754158, 0.06705280393362045, 0.00590788759291172, 0.037967611104249954, 0.005872110836207867, -0.1459241360425949, 0.07015695422887802, 0.07742521166801453, 0.07405957579612732, 0.1400543451309204, 0.0023916985373944044, -0.23036175966262817, -0.10765369981527328, -0.07158458232879639, 0.14967262744903564, 0.18485215306282043, -0.05913419649004936, 0.14130298793315887, 0.1039089635014534, -0.09596891701221466, -0.23176229000091553, 0.06709570437669754, -0.05190065875649452, -0.012123784981667995, 0.07768338918685913, -0.1682853400707245, 0.0017990743508562446, 0.045516837388277054, -0.02772788144648075, 0.07562725245952606, -0.21219967305660248, -0.0935589000582695, 0.04029574617743492, 0.08150600641965866, -0.265717089176178, -0.20272551476955414, -0.10402899980545044, -0.05633385479450226, -0.2056596875190735, 0.1497877836227417, -0.04682544618844986, -0.013952082954347134, -0.020840568467974663, 0.09403834491968155, 0.0004152570618316531, -0.05099651217460632, 0.1648743450641632, -0.013269586488604546, 0.044818755239248276, -0.07947632670402527, -0.07559491693973541, 0.12539273500442505, 0.014147751033306122, 0.09335482865571976, -0.023034777492284775, 0.00930208433419466, -0.1453954130411148, -0.028283024206757545, -0.09701919555664062, 0.018359314650297165, -0.09578234702348709, -0.07150785624980927, -0.1147603690624237, 0.053914785385131836, 0.08465801924467087, -0.016707053408026695, 0.08483203500509262, -0.12949922680854797, 0.07685401290655136, 0.10806772857904434, 0.24420446157455444, 0.039020635187625885, -0.038120172917842865, -0.011057479307055473, -0.035492535680532455, -0.017736058682203293, -0.17481695115566254, 0.047151174396276474, 0.12558531761169434, 0.025891058146953583, 0.17550991475582123, -0.02562372200191021, -0.12159870564937592, 0.0007944272365421057, 0.034552015364170074, -0.05095955729484558, -0.2828902304172516, 0.03305322676897049, 0.07857629656791687, -0.1910276859998703, -0.055103886872529984, 0.018097704276442528, 0.04120851680636406, -0.060731951147317886, 0.027445770800113678, 0.12074227631092072, -0.0035075987689197063, 0.06708956509828568, 0.0656442642211914, 0.07811912894248962, -0.1513558328151703, 0.07358936965465546, 0.12420126050710678, -0.14061780273914337, 0.0028056777082383633, 0.14189498126506805, -0.03526027500629425, -0.06324127316474915, 0.0516972579061985, 0.13628455996513367, 0.02516910433769226, -0.06594138592481613, 0.03998411074280739, -0.159084290266037, 0.02468152716755867, 0.17158028483390808, -0.019167562946677208, 0.02476431243121624, 0.031153272837400436, -0.037231557071208954, -0.05148422718048096, 0.12228522449731827, 0.0004875214071944356, 0.005175190046429634, -0.04589013382792473, -0.0026222988963127136, 0.000015055002222652547, 0.027378221973776817, -0.026626115664839745, 0.016375832259655, -0.09604105353355408, -0.004976736847311258, -0.11664518713951111, 0.0216877069324255, -0.12650157511234283, 0.025020910426974297, -0.009641241282224655, -0.08287804573774338, -0.048698753118515015, -0.03931954503059387, -0.10074570775032043, -0.009363039396703243, -0.013184407725930214, 0.11901866644620895, -0.1692347675561905, -0.021971018984913826, 0.09513557702302933, -0.024371128529310226, 0.10579733550548553, -0.047219544649124146, -0.05019804462790489, 0.011969206854701042, -0.1432841569185257, 0.03574574366211891, -0.010569953359663486, 0.04716738685965538, 0.055933717638254166, -0.12950429320335388, -0.04786010831594467, 0.022608844563364983, -0.04320048168301582, 0.048822980374097824, -0.04819866269826889, -0.09240417182445526, 0.08820763975381851, -0.05615469068288803, -0.08247040212154388, 0.017796635627746582, 0.07544789463281631, 0.10754618793725967, -0.04954681545495987, 0.122397780418396, -0.007857181131839752, 0.07727496325969696, -0.12191422283649445, -0.00783164519816637, -0.036255113780498505, -0.015242364257574081, -0.05172482877969742, 0.01338203251361847, 0.06803753972053528, -0.0189551692456007, 0.31002378463745117, -0.00045348063576966524, -0.025403980165719986, 0.06701899319887161, 0.06435061991214752, 0.017235899344086647, 0.023615626618266106, 0.055316343903541565, -0.03007802926003933, -0.05408207327127457, 0.04106677696108818, -0.01883123442530632, -0.10934899002313614, -0.05812471732497215, 0.1494525820016861, 0.15097764134407043, 0.13733258843421936, -0.0632067397236824, 0.0548677034676075, -0.13151949644088745, -0.016840530559420586, 0.0714346319437027, 0.024061739444732666, 0.02100909873843193, -0.08328825980424881, 0.16616787016391754, 0.10683596879243851, -0.1764613389968872, 0.11130250245332718, -0.07593433558940887, -0.08781147003173828, -0.05760107561945915, -0.13876572251319885, -0.06689579784870148, -0.028570879250764847, -0.012144136242568493, -0.15589691698551178, 0.10373595356941223, 0.12441267818212509, -0.02446386031806469, -0.05404631793498993, 0.12849684059619904, -0.032004985958337784, -0.03297444432973862, 0.007206715177744627, 0.06904452294111252, 0.034317776560783386, -0.04851672798395157, 0.07240264117717743, -0.018277643248438835, 0.03135046362876892, 0.09749012440443039, 0.06711339205503464, -0.06840960681438446, 0.008847963996231556, -0.09203042089939117, -0.07713872194290161, -0.0016590208979323506, 0.018021168187260628, -0.013592993840575218, 0.22465968132019043, -0.0009363949066027999, 0.030278969556093216, 0.01980764791369438, 0.2046862095594406, -0.06309021264314651, -0.0243320744484663, -0.09817492216825485, 0.059208206832408905, -0.06759672611951828, -0.0010518785566091537, 0.020941298454999924, -0.14084218442440033, 0.04329224303364754, 0.14605215191841125, 0.19192858040332794, -0.007578555028885603, -0.011229761876165867, -0.06513691693544388, 0.03959738835692406, 0.0008637932478450239, 0.0002496419183444232, 0.03493634611368179, 0.1747414469718933, -0.08699004352092743, 0.020735133439302444, -0.043858304619789124, 0.005668706260621548, -0.05559529736638069, 0.09183882176876068, 0.043917227536439896, -0.03445254638791084, -0.040924906730651855, 0.1680937111377716, -0.12398011982440948, -0.1749802827835083, 0.010825209319591522, -0.14073853194713593, -0.14277248084545135, -0.0315040685236454, -0.036681581288576126, 0.026250550523400307, -0.027471167966723442, 0.05962133780121803, -0.0057106027379632, 0.10437635332345963, 0.06952224671840668, -0.11269203573465347, -0.018180780112743378, 0.11963757872581482, -0.06641960144042969, 0.25677812099456787, -0.010579925030469894, 0.03603500500321388, 0.1310090571641922, -0.08005577325820923, -0.11346085369586945, 0.04503587260842323, 0.10423903167247772, 0.004598388914018869, 0.020357729867100716, 0.16983208060264587, 0.011545725166797638, 0.10247822850942612, 0.09510796517133713, -0.07635001093149185, 0.020656241104006767, 0.000699629366863519, -0.0276584904640913, -0.08800707757472992, 0.06838840991258621, -0.11436180770397186, 0.10970794409513474, 0.10261218994855881, -0.0670170783996582, -0.0012578535825014114, -0.031025433912873268, 0.05565464124083519, -0.032165803015232086, 0.191796213388443, 0.000298343482427299, -0.15759432315826416, 0.007945127785205841, -0.06311692297458649, 0.05527820065617561, -0.19576935470104218, 0.014192547649145126, -0.006223469972610474, 0.029274435713887215, -0.07936393469572067, 0.11029506474733353, 0.08010715246200562, -0.0023173110093921423, -0.0459228977560997, -0.17937198281288147, 0.011015872471034527, 0.1539306640625, -0.0795186311006546, 0.029649943113327026 ]
feb13d4b9b67c12813fa60b4c8307e8840dc2326
# Dataset Card for "kr3_train_subset" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
seokwoni/kr3_train_subset
[ "region:us" ]
2023-02-22T14:44:53+00:00
{"dataset_info": {"features": [{"name": "labels", "dtype": {"class_label": {"names": {"0": "0", "1": "1"}}}}, {"name": "Review", "dtype": "string"}, {"name": "en_review", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 9011519, "num_examples": 15000}], "download_size": 5541231, "dataset_size": 9011519}}
2023-02-22T14:45:07+00:00
[]
[]
TAGS #region-us
# Dataset Card for "kr3_train_subset" More Information needed
[ "# Dataset Card for \"kr3_train_subset\"\n\nMore Information needed" ]
[ "TAGS\n#region-us \n", "# Dataset Card for \"kr3_train_subset\"\n\nMore Information needed" ]
[ 6, 18 ]
[ "passage: TAGS\n#region-us \n# Dataset Card for \"kr3_train_subset\"\n\nMore Information needed" ]
[ -0.0720682144165039, 0.11421697586774826, 0.0018164952052757144, 0.05593238025903702, 0.12501782178878784, 0.09269355237483978, 0.0637626126408577, 0.09470359981060028, -0.0517331026494503, -0.08266285806894302, 0.140689417719841, 0.0540941096842289, 0.03711799532175064, 0.17677702009677887, 0.001642526243813336, -0.16799822449684143, 0.028920914977788925, -0.023910140618681908, -0.05176751688122749, 0.07846079766750336, 0.034610431641340256, -0.059037771075963974, 0.046879325062036514, -0.08803438395261765, -0.2658674418926239, 0.13341200351715088, -0.037017855793237686, -0.07739213854074478, 0.03534993901848793, -0.08017482608556747, 0.2060370296239853, 0.029912469908595085, 0.045299362391233444, -0.05080799385905266, 0.028532937169075012, 0.0250211413949728, -0.027494162321090698, 0.029265278950333595, 0.003427638439461589, -0.11600654572248459, -0.10293571650981903, -0.0032720938324928284, 0.054861102253198624, -0.03641009330749512, -0.09901199489831924, -0.21075738966464996, -0.14482399821281433, 0.059355106204748154, 0.038397133350372314, 0.0061117964796721935, 0.08426017314195633, 0.11543453484773636, -0.17767588794231415, 0.06109699234366417, 0.19295203685760498, -0.08230739831924438, 0.06346530467271805, 0.1881459653377533, -0.05685868486762047, 0.10369952768087387, -0.006325135473161936, 0.01100120134651661, 0.07691623270511627, -0.07618347555398941, -0.029954727739095688, -0.06409838795661926, -0.2618068754673004, 0.12310656160116196, -0.07740165293216705, -0.03828468546271324, 0.34266093373298645, -0.059784896671772, 0.05238724499940872, 0.06016407534480095, 0.0002613827236928046, -0.1842203140258789, 0.05735710635781288, 0.04766685888171196, -0.002781872870400548, -0.06052849069237709, -0.06897485256195068, -0.013948395848274231, -0.0845228061079979, -0.19256891310214996, -0.12892204523086548, 0.17143569886684418, 0.0347256176173687, 0.1427827924489975, -0.12431395053863525, 0.061286188662052155, -0.08920569717884064, -0.030169891193509102, 0.016174156218767166, -0.15267010033130646, -0.04139459878206253, -0.022865906357765198, -0.057076726108789444, -0.0970238596200943, 0.023676568642258644, 0.0564868189394474, 0.06258650124073029, 0.07889895886182785, 0.047882553189992905, 0.09406303614377975, 0.1981435865163803, -0.04913188889622688, -0.052866946905851364, 0.07947361469268799, -0.026705095544457436, -0.062459129840135574, -0.03874297812581062, -0.10320905596017838, -0.1434468924999237, -0.024825314059853554, -0.05270855873823166, 0.13327093422412872, -0.08052240312099457, -0.03183732554316521, -0.03380438685417175, -0.06549376994371414, 0.12592701613903046, -0.09436508268117905, 0.006943542510271072, 0.01588531769812107, -0.11355244368314743, -0.03996507450938225, -0.09853982925415039, -0.003025688696652651, 0.0835186019539833, 0.15255118906497955, -0.10030163824558258, -0.03043803945183754, -0.10961185395717621, -0.04081673175096512, 0.002089273650199175, -0.26984697580337524, 0.0731993243098259, -0.12975862622261047, -0.24490194022655487, 0.02886223793029785, 0.052037354558706284, -0.04443405941128731, 0.10434485971927643, -0.006456749979406595, 0.018984491005539894, 0.02163403294980526, -0.05400075390934944, 0.18302902579307556, -0.04863661900162697, 0.007948478683829308, -0.02578236535191536, 0.03211306780576706, -0.20586074888706207, 0.044210322201251984, -0.10217894613742828, 0.018591007217764854, -0.11522938311100006, -0.00010174832277698442, -0.17941249907016754, 0.021098842844367027, -0.03466436639428139, -0.009046568535268307, -0.07646656781435013, -0.001555733964778483, 0.01620478183031082, -0.026575757190585136, -0.12702399492263794, -0.06389390677213669, 0.0735643282532692, -0.15198637545108795, -0.07181577384471893, -0.08888106793165207, -0.038470666855573654, -0.04232031852006912, -0.02688607946038246, 0.34411337971687317, 0.21027278900146484, -0.02696654386818409, -0.0025504135992377996, 0.15742328763008118, -0.20111367106437683, -0.30996909737586975, 0.0592825748026371, -0.017980007454752922, -0.12609191238880157, 0.04585912451148033, 0.08305071294307709, 0.010980993509292603, 0.0033524376340210438, -0.04170921817421913, 0.000006073021268093726, -0.15405264496803284, 0.1192808747291565, 0.009382126852869987, 0.09449982643127441, -0.006422167178243399, 0.14475086331367493, 0.11690609157085419, 0.10429836809635162, 0.006662465166300535, -0.022644653916358948, 0.026928111910820007, 0.11295008659362793, -0.060869250446558, -0.030726151540875435, -0.1623753011226654, -0.10948143899440765, 0.035448186099529266, -0.000012700046681857202, 0.016513323411345482, 0.11874319612979889, 0.06351150572299957, -0.01104147918522358, -0.05711561068892479, -0.010139701887965202, 0.035238511860370636, 0.0954013243317604, -0.004958008881658316, -0.057443439960479736, 0.04607997462153435, -0.0712832510471344, -0.1536986529827118, 0.0540199875831604, -0.007473303936421871, 0.086354099214077, 0.03671172261238098, 0.012700110673904419, 0.048915743827819824, 0.05438413470983505, 0.057408299297094345, 0.03632047772407532, -0.03339220955967903, 0.05362507328391075, -0.022531306371092796, 0.06034168601036072, 0.09637852758169174, -0.061817534267902374, 0.06602661311626434, 0.0892137661576271, 0.08471648395061493, -0.04685002565383911, -0.06850650161504745, -0.0006693016039207578, -0.03426926210522652, -0.014829054474830627, 0.00988481193780899, 0.042932089418172836, -0.04590321332216263, 0.07887907326221466, -0.07824777811765671, -0.03360255807638168, 0.008828823454678059, -0.006635650061070919, -0.09403831511735916, 0.020872993394732475, 0.12470308691263199, -0.20691350102424622, 0.16499005258083344, 0.16244690120220184, -0.004805164877325296, 0.20878338813781738, -0.05768350884318352, -0.07085689157247543, -0.011878571473062038, -0.11186034232378006, -0.11360364407300949, 0.22991938889026642, 0.0643291026353836, -0.02245962619781494, 0.05913233011960983, 0.07977820932865143, 0.10886704921722412, -0.10869681090116501, -0.08787726610898972, -0.025664713233709335, 0.04007750749588013, -0.11174039542675018, 0.09229336678981781, -0.009242134168744087, 0.03633890673518181, 0.039960216730833054, -0.003378745634108782, 0.1460246741771698, -0.023595329374074936, 0.003091402817517519, 0.14530737698078156, -0.22694769501686096, -0.1796916276216507, -0.04292094707489014, -0.11570952832698822, 0.02397635206580162, -0.036881305277347565, -0.03966439887881279, -0.1823659986257553, 0.004514310974627733, 0.004111298359930515, -0.08307305723428726, -0.28676465153694153, -0.024341924116015434, -0.1056613177061081, 0.03604073077440262, -0.14545924961566925, -0.09614346921443939, 0.03849000483751297, -0.031022777780890465, 0.07243066281080246, 0.10721607506275177, -0.07116484642028809, 0.08507049828767776, 0.16467110812664032, -0.035986728966236115, 0.1192135438323021, -0.08167114108800888, -0.07510606199502945, 0.05436256155371666, -0.0681157037615776, 0.025913055986166, -0.005402143578976393, 0.05928370729088783, 0.09847218543291092, 0.013783668167889118, -0.0011060057440772653, 0.030610235407948494, -0.0035572487395256758, -0.1853019893169403, -0.2656334340572357, -0.07047607004642487, -0.0338265486061573, 0.14299187064170837, 0.01785847544670105, 0.050166934728622437, -0.006434765178710222, 0.1474585086107254, 0.18665620684623718, -0.037135809659957886, -0.14763036370277405, -0.018501954153180122, -0.07834546267986298, 0.006920982617884874, 0.02363852970302105, -0.17733325064182281, 0.022617105394601822, 0.14374184608459473, 0.2210780829191208, 0.3359953463077545, -0.03163861110806465, -0.015253337100148201, 0.0904848575592041, 0.14883670210838318, 0.1647595316171646, 0.10655219107866287, 0.026748893782496452, -0.030573958531022072, 0.01781604439020157, 0.0499301441013813, -0.0019982659723609686, -0.014036668464541435, 0.13794200122356415, -0.10306446254253387, -0.01777534745633602, -0.0423835851252079, 0.005670121870934963, 0.0027108262293040752, 0.036102186888456345, -0.17552576959133148, 0.15111884474754333, -0.0036504322197288275, 0.16294850409030914, -0.009649917483329773, 0.10181434452533722, 0.0713869035243988, -0.142298623919487, 0.05310478061437607, -0.01598709262907505, 0.017976224422454834, -0.1026453971862793, -0.0866217091679573, 0.011497555300593376, -0.014795608818531036, -0.030238768085837364, 0.14280618727207184, -0.18713590502738953, 0.2326509654521942, 0.00853731483221054, -0.04397737979888916, -0.07356403768062592, -0.09663697332143784, -0.008083962835371494, 0.037821803241968155, 0.06533704698085785, 0.03991037234663963, -0.2674922049045563, -0.21008440852165222, -0.07067877799272537, -0.005858839955180883, 0.1374845653772354, 0.026870589703321457, -0.11537610739469528, 0.006862847600132227, -0.010127760469913483, -0.04313363507390022, -0.1212935820221901, -0.0885690301656723, -0.12365416437387466, -0.04256520792841911, 0.031310100108385086, -0.18333570659160614, -0.00827039871364832, -0.0027178204618394375, -0.047938864678144455, 0.11770837754011154, 0.07330841571092606, -0.05758184194564819, -0.08267074078321457, -0.03587907552719116, 0.0978599414229393, -0.041766561567783356, 0.019681435078382492, -0.000841437722556293, -0.035215865820646286, -0.013044032268226147, -0.21026356518268585, 0.08424006402492523, -0.070052370429039, 0.04817471653223038, -0.10632473975419998, 0.05059065297245979, 0.021103519946336746, -0.01743769459426403, -0.062318962067365646, 0.04076116532087326, -0.021540675312280655, -0.07223667204380035, 0.13899996876716614, -0.06952762603759766, 0.198823481798172, 0.2598140835762024, -0.03771095350384712, 0.011129108257591724, 0.079348124563694, -0.038802605122327805, 0.28548479080200195, 0.09039566665887833, -0.09129811823368073, 0.2402484267950058, 0.1785820871591568, -0.03848431631922722, -0.3142862915992737, 0.055910151451826096, -0.09546763449907303, -0.04259501025080681, 0.01746545545756817, -0.2681749761104584, 0.03031461127102375, 0.14643509685993195, -0.0443572998046875, 0.13516119122505188, -0.2560400068759918, -0.060015637427568436, 0.18088020384311676, 0.14846238493919373, 0.26600050926208496, -0.0651821419596672, -0.062319688498973846, -0.09266357123851776, -0.02059794031083584, 0.17807646095752716, -0.23999245464801788, 0.06840281188488007, -0.06687523424625397, 0.018433213233947754, -0.03945136070251465, -0.07454637438058853, 0.06432647258043289, 0.06514771282672882, 0.11140712350606918, -0.12051405012607574, -0.10365556925535202, 0.27142661809921265, -0.10549227148294449, 0.008159575052559376, -0.009609815664589405, 0.13222983479499817, -0.13782337307929993, 0.010855414904654026, 0.010297325439751148, 0.012385651469230652, 0.059302788227796555, -0.10869812965393066, -0.13787715137004852, 0.02989712357521057, -0.10065768659114838, -0.08182329684495926, 0.013283752836287022, 0.0821954533457756, -0.01773952506482601, 0.05124649032950401, -0.01579267717897892, 0.10829844325780869, -0.053942374885082245, -0.06078649312257767, -0.07579807192087173, 0.06885970383882523, -0.12967392802238464, -0.03876250982284546, 0.09716276079416275, 0.028768885880708694, 0.011599070392549038, 0.07846575230360031, -0.054491300135850906, 0.04534890130162239, 0.12889914214611053, -0.10109172761440277, 0.10438764095306396, 0.056730013340711594, -0.011540636420249939, -0.01592065393924713, 0.09128056466579437, -0.030399654060602188, 0.06778816878795624, -0.028445972129702568, -0.01765241101384163, 0.010100909508764744, -0.07179860025644302, 0.10261620581150055, 0.17430627346038818, 0.049393344670534134, -0.1475849449634552, 0.2575909495353699, -0.008154161274433136, -0.013599349185824394, 0.03854314610362053, 0.01092716958373785, -0.14365343749523163, -0.09673243016004562, 0.07098866254091263, 0.27011817693710327, -0.05441543832421303, -0.13741935789585114, 0.02629661001265049, -0.029419342055916786, 0.019300637766718864, 0.10890401899814606, 0.05078360438346863, 0.05276302248239517, -0.006325421389192343, -0.05241439864039421, -0.03818748518824577, 0.034880317747592926, -0.11153692752122879, 0.09877821058034897, -0.15079975128173828, -0.2107711136341095, -0.019896114245057106, 0.1940004527568817, -0.061493925750255585, -0.055613696575164795, -0.1332554668188095, 0.054058294743299484, -0.027601391077041626, -0.0035550289321690798, 0.024022405967116356, -0.019817978143692017, -0.036065008491277695, 0.042727719992399216, -0.04347194358706474, 0.030665239319205284, -0.12544870376586914, 0.09234060347080231, 0.033861540257930756, 0.003259894670918584, -0.05577888339757919, -0.021032419055700302, 0.07339461892843246, 0.05354490503668785, 0.07034754008054733, 0.15496991574764252, 0.027094688266515732, 0.1287788599729538, 0.011457664892077446, -0.09838593006134033, 0.0017181092407554388, 0.04313785582780838, 0.05394277349114418, 0.03482093662023544, 0.0159885436296463, 0.02081393264234066, 0.026317400857806206, 0.07694826275110245, -0.023340603336691856, -0.10750623792409897, 0.05126383528113365, -0.10890273749828339, -0.1149376705288887, -0.06048031896352768, -0.029565678909420967, 0.17826016247272491, 0.10040830075740814, 0.08058929443359375, 0.04248080775141716, 0.027685318142175674, 0.08870824426412582, -0.03847815468907356, 0.039233822375535965, -0.09294617176055908, -0.027502087876200676, 0.0345698706805706, -0.02535693347454071, -0.047534000128507614, 0.44702714681625366, -0.0026360175106674433, -0.21264588832855225, -0.037361640483140945, 0.09123432636260986, 0.04976501688361168, 0.048494286835193634, 0.3021244406700134, 0.05382988229393959, -0.0767717957496643, -0.019646883010864258, 0.13681773841381073, 0.009569414891302586, 0.02918691746890545, 0.20300160348415375, 0.07455319911241531, 0.0442638136446476, -0.014909022487699986, 0.06331734359264374, -0.10526221245527267, 0.10872983932495117, -0.00039290424319915473, -0.06113525480031967, -0.027345387265086174, 0.017814811319112778, 0.06419767439365387, 0.06641557812690735, -0.03288055211305618, 0.038174159824848175, -0.003933124244213104, -0.11710496991872787, -0.10921341925859451, -0.1383477747440338, -0.04799304157495499, -0.13560006022453308, 0.06734789162874222, -0.017430562525987625, -0.047240000218153, 0.23127730190753937, 0.06021075323224068, 0.05490829795598984, 0.1383351981639862, -0.04267004132270813, 0.04640689864754677, 0.0005724757793359458, -0.036707278341054916, -0.09290843456983566, -0.018121976405382156, -0.019154129549860954, 0.06239032745361328, -0.12538418173789978, -0.034262266010046005, -0.0419551320374012, -0.02362748049199581, -0.004191129468381405, -0.05473524332046509, -0.005221928469836712, -0.07934755831956863, 0.07575623691082001, -0.04318670555949211, 0.016626542434096336, 0.05628574639558792, 0.01885785348713398, 0.013736226595938206, 0.13560254871845245, 0.006924997549504042, -0.008384434506297112, -0.011283115483820438, 0.01612761989235878, 0.029361173510551453, 0.07349293678998947, 0.02316037379205227, -0.11426307260990143, -0.07106047868728638, 0.08540749549865723, 0.3121991753578186, -0.007525319699198008, 0.023940641433000565, 0.009951665997505188, 0.025882797315716743, 0.004370283335447311, 0.17983587086200714, 0.024760793894529343, -0.04108494520187378, -0.04340631142258644, -0.08504421263933182, -0.02024063840508461, -0.03812871500849724, -0.0019488324178382754, 0.060700513422489166, 0.08142425119876862, -0.11555691808462143, -0.13354767858982086, 0.07874875515699387, -0.17054200172424316, 0.181533545255661, 0.033661119639873505, -0.05790456011891365, -0.11521629244089127, -0.003996346611529589, 0.11455805599689484, -0.033203501254320145, 0.009331728331744671, -0.0627557709813118, -0.011517159640789032, -0.13093486428260803, 0.014386960305273533, -0.32514292001724243, -0.23430384695529938, 0.060335926711559296, 0.048033952713012695, 0.10196840763092041, -0.06403804570436478, 0.19295784831047058, 0.06567656993865967, 0.019486991688609123, -0.06827913224697113, 0.0787201076745987, -0.032336924225091934, -0.023546252399683, -0.05723898857831955, 0.06762716174125671, -0.020917240530252457, -0.08018893748521805, 0.012471931986510754, 0.035633690655231476, 0.029552772641181946, 0.008117328397929668, 0.06700949370861053, -0.07392948865890503, 0.021182334050536156, -0.09225966781377792, 0.1372680962085724, 0.021223604679107666, -0.0027151380199939013, 0.003657321212813258, -0.025222565978765488, -0.002954089781269431, 0.006835978012531996, -0.11600053310394287, -0.018908469006419182, -0.0006762146949768066, -0.09749851375818253, 0.15520930290222168, 0.02892894484102726, -0.15906541049480438, 0.06788798421621323, -0.09665348380804062, 0.01532434020191431, -0.020041735842823982, 0.044593896716833115, 0.06341678649187088, 0.11730455607175827, -0.04260667413473129, -0.024369698017835617, 0.0013283322332426906, -0.0016772635281085968, -0.1522781401872635, -0.10414139181375504 ]