| { | |
| "lang":"fr", | |
| "name":"core_news_lg", | |
| "version":"3.4.0", | |
| "description":"French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"[email protected]", | |
| "url":"https://explosion.ai", | |
| "license":"LGPL-LR", | |
| "spacy_version":">=3.4.0,<3.5.0", | |
| "spacy_git_version":"dd038b536", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":500000, | |
| "keys":500000, | |
| "name":"fr_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "morphologizer":[ | |
| "POS=PROPN", | |
| "Gender=Fem|Number=Sing|POS=DET|PronType=Dem", | |
| "Gender=Fem|Number=Sing|POS=NOUN", | |
| "Number=Plur|POS=PRON|Person=1", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=SCONJ", | |
| "POS=ADP", | |
| "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", | |
| "NumType=Ord|POS=ADJ", | |
| "Gender=Masc|Number=Sing|POS=NOUN", | |
| "POS=PUNCT", | |
| "Gender=Masc|Number=Sing|POS=PROPN", | |
| "Number=Plur|POS=ADJ", | |
| "Gender=Masc|Number=Plur|POS=NOUN", | |
| "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", | |
| "Number=Sing|POS=ADJ", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", | |
| "POS=ADV", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", | |
| "Gender=Fem|Number=Sing|POS=PROPN", | |
| "Definite=Def|Number=Sing|POS=DET|PronType=Art", | |
| "NumType=Card|POS=NUM", | |
| "Definite=Def|Number=Plur|POS=DET|PronType=Art", | |
| "Gender=Masc|Number=Plur|POS=ADJ", | |
| "POS=CCONJ", | |
| "Gender=Fem|Number=Plur|POS=NOUN", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Gender=Fem|Number=Plur|POS=ADJ", | |
| "POS=ADJ", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "POS=PRON|PronType=Rel", | |
| "Number=Sing|POS=DET|Poss=Yes", | |
| "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art", | |
| "Definite=Def|Number=Plur|POS=ADP|PronType=Art", | |
| "Definite=Ind|Number=Plur|POS=DET|PronType=Art", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=VERB|VerbForm=Inf", | |
| "Gender=Fem|Number=Sing|POS=ADJ", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3", | |
| "Number=Plur|POS=DET", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=ADJ", | |
| "Gender=Masc|Number=Sing|POS=DET|PronType=Dem", | |
| "POS=ADV|PronType=Int", | |
| "POS=VERB|Tense=Pres|VerbForm=Part", | |
| "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", | |
| "Gender=Masc|POS=ADJ", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Number=Plur|POS=DET|Poss=Yes", | |
| "POS=AUX|VerbForm=Inf", | |
| "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part", | |
| "POS=ADV|Polarity=Neg", | |
| "Definite=Ind|Number=Sing|POS=DET|PronType=Art", | |
| "Gender=Fem|Number=Sing|POS=PRON|Person=3", | |
| "POS=PRON|Person=3|Reflex=Yes", | |
| "Gender=Masc|POS=NOUN", | |
| "POS=AUX|Tense=Past|VerbForm=Part", | |
| "POS=PRON|Person=3", | |
| "Number=Plur|POS=NOUN", | |
| "NumType=Ord|Number=Sing|POS=ADJ", | |
| "POS=VERB|Tense=Past|VerbForm=Part", | |
| "POS=AUX|Tense=Pres|VerbForm=Part", | |
| "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Sing|POS=PRON|Person=3", | |
| "Number=Sing|POS=NOUN", | |
| "Gender=Masc|Number=Plur|POS=PRON|Person=3", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", | |
| "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", | |
| "Number=Plur|POS=PROPN", | |
| "Number=Sing|POS=PROPN", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", | |
| "Gender=Masc|Number=Sing|POS=DET", | |
| "Gender=Fem|Number=Sing|POS=DET|Poss=Yes", | |
| "Gender=Masc|POS=PRON", | |
| "POS=NOUN", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON", | |
| "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Number=Sing|POS=PRON", | |
| "Number=Sing|POS=PRON|PronType=Dem", | |
| "Mood=Ind|POS=VERB|VerbForm=Fin", | |
| "Number=Plur|POS=DET|PronType=Dem", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Gender=Masc|Number=Sing|POS=PRON", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem", | |
| "Number=Sing|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", | |
| "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", | |
| "POS=PRON", | |
| "POS=NUM", | |
| "Gender=Fem|POS=NOUN", | |
| "POS=SPACE", | |
| "Gender=Fem|Number=Plur|POS=PRON", | |
| "Number=Plur|POS=PRON|Person=3", | |
| "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Sing|POS=PRON|Person=1", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=PRON", | |
| "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=INTJ", | |
| "Number=Plur|POS=PRON|Person=2", | |
| "NumType=Card|POS=PRON", | |
| "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art", | |
| "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "NumType=Card|POS=NOUN", | |
| "POS=PRON|PronType=Int", | |
| "Gender=Fem|Number=Plur|POS=PRON|Person=3", | |
| "Gender=Fem|Number=Sing|POS=DET", | |
| "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|Number=Plur|POS=DET", | |
| "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art", | |
| "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", | |
| "Gender=Masc|Number=Plur|POS=PROPN", | |
| "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", | |
| "Number=Sing|POS=DET", | |
| "Gender=Masc|NumType=Card|Number=Plur|POS=NOUN", | |
| "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem", | |
| "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|POS=PRON", | |
| "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Fem|Number=Sing|POS=PRON|PronType=Rel", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", | |
| "POS=X", | |
| "POS=SYM", | |
| "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=DET|PronType=Int", | |
| "Gender=Fem|Number=Plur|POS=DET|PronType=Int", | |
| "POS=DET", | |
| "Gender=Masc|Number=Plur|POS=PRON", | |
| "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin", | |
| "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=DET|PronType=Int", | |
| "Gender=Masc|Number=Plur|POS=DET", | |
| "Gender=Fem|Number=Plur|POS=PRON|PronType=Rel", | |
| "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", | |
| "POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", | |
| "Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=2|Reflex=Yes", | |
| "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=1|Reflex=Yes", | |
| "Gender=Masc|NumType=Card|Number=Sing|POS=NOUN", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", | |
| "Number=Sing|POS=PRON|Person=1|Reflex=Yes", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|POS=PROPN", | |
| "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=2|PronType=Prs", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", | |
| "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", | |
| "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Gender=Fem|Number=Plur|POS=PROPN", | |
| "Gender=Masc|NumType=Card|POS=NUM" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl", | |
| "acl:relcl", | |
| "advcl", | |
| "advmod", | |
| "amod", | |
| "appos", | |
| "aux:pass", | |
| "aux:tense", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "conj", | |
| "cop", | |
| "dep", | |
| "det", | |
| "expl:comp", | |
| "expl:pass", | |
| "expl:subj", | |
| "fixed", | |
| "flat:foreign", | |
| "flat:name", | |
| "iobj", | |
| "mark", | |
| "nmod", | |
| "nsubj", | |
| "nsubj:pass", | |
| "nummod", | |
| "obj", | |
| "obl:agent", | |
| "obl:arg", | |
| "obl:mod", | |
| "parataxis", | |
| "punct", | |
| "vocative", | |
| "xcomp" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ], | |
| "ner":[ | |
| "LOC", | |
| "MISC", | |
| "ORG", | |
| "PER" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "morphologizer", | |
| "parser", | |
| "senter", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":0.9989751998, | |
| "token_p":0.9844389844, | |
| "token_r":0.9896058454, | |
| "token_f":0.9870156531, | |
| "pos_acc":0.9729952587, | |
| "morph_acc":0.9678251005, | |
| "morph_micro_p":0.9889360133, | |
| "morph_micro_r":0.9801998294, | |
| "morph_micro_f":0.9845485421, | |
| "morph_per_feat":{ | |
| "Definite":{ | |
| "p":0.9890029326, | |
| "r":0.9846715328, | |
| "f":0.9868324799 | |
| }, | |
| "Number":{ | |
| "p":0.9955464836, | |
| "r":0.9876656848, | |
| "f":0.991590426 | |
| }, | |
| "PronType":{ | |
| "p":0.9961265332, | |
| "r":0.9872040947, | |
| "f":0.9916452442 | |
| }, | |
| "Gender":{ | |
| "p":0.9855595668, | |
| "r":0.976744186, | |
| "f":0.9811320755 | |
| }, | |
| "Mood":{ | |
| "p":0.98, | |
| "r":0.9573712256, | |
| "f":0.9685534591 | |
| }, | |
| "Person":{ | |
| "p":0.9871794872, | |
| "r":0.9685534591, | |
| "f":0.9777777778 | |
| }, | |
| "Tense":{ | |
| "p":0.97327852, | |
| "r":0.9673135853, | |
| "f":0.9702868852 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9824854045, | |
| "r":0.9751655629, | |
| "f":0.9788117989 | |
| }, | |
| "NumType":{ | |
| "p":1.0, | |
| "r":0.9692832765, | |
| "f":0.9844020797 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Voice":{ | |
| "p":0.9145299145, | |
| "r":0.9553571429, | |
| "f":0.9344978166 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polarity":{ | |
| "p":0.9882352941, | |
| "r":0.9882352941, | |
| "f":0.9882352941 | |
| } | |
| }, | |
| "sents_p":0.8899521531, | |
| "sents_r":0.9029126214, | |
| "sents_f":0.8963855422, | |
| "dep_uas":0.8966076184, | |
| "dep_las":0.8581018519, | |
| "dep_las_per_type":{ | |
| "det":{ | |
| "p":0.9805668016, | |
| "r":0.9774011299, | |
| "f":0.9789814066 | |
| }, | |
| "nsubj":{ | |
| "p":0.8886198547, | |
| "r":0.8843373494, | |
| "f":0.88647343 | |
| }, | |
| "aux:tense":{ | |
| "p":0.936, | |
| "r":0.936, | |
| "f":0.936 | |
| }, | |
| "root":{ | |
| "p":0.8758949881, | |
| "r":0.890776699, | |
| "f":0.8832731649 | |
| }, | |
| "obj":{ | |
| "p":0.8362573099, | |
| "r":0.8486646884, | |
| "f":0.8424153166 | |
| }, | |
| "cc":{ | |
| "p":0.8812785388, | |
| "r":0.8894009217, | |
| "f":0.8853211009 | |
| }, | |
| "case":{ | |
| "p":0.9669365722, | |
| "r":0.9761580381, | |
| "f":0.9715254237 | |
| }, | |
| "obl:mod":{ | |
| "p":0.6948051948, | |
| "r":0.6388059701, | |
| "f":0.66562986 | |
| }, | |
| "nmod":{ | |
| "p":0.8057142857, | |
| "r":0.8451548452, | |
| "f":0.8249634325 | |
| }, | |
| "conj":{ | |
| "p":0.5555555556, | |
| "r":0.531496063, | |
| "f":0.5432595573 | |
| }, | |
| "nummod":{ | |
| "p":0.9119496855, | |
| "r":0.8579881657, | |
| "f":0.8841463415 | |
| }, | |
| "amod":{ | |
| "p":0.9539347409, | |
| "r":0.9052823315, | |
| "f":0.9289719626 | |
| }, | |
| "acl":{ | |
| "p":0.6971428571, | |
| "r":0.7052023121, | |
| "f":0.7011494253 | |
| }, | |
| "mark":{ | |
| "p":0.8839285714, | |
| "r":0.872246696, | |
| "f":0.8780487805 | |
| }, | |
| "xcomp":{ | |
| "p":0.8671328671, | |
| "r":0.821192053, | |
| "f":0.843537415 | |
| }, | |
| "flat:name":{ | |
| "p":0.9393939394, | |
| "r":0.8857142857, | |
| "f":0.9117647059 | |
| }, | |
| "cop":{ | |
| "p":0.9101123596, | |
| "r":0.9, | |
| "f":0.905027933 | |
| }, | |
| "advmod":{ | |
| "p":0.8525641026, | |
| "r":0.8338557994, | |
| "f":0.8431061807 | |
| }, | |
| "obl:arg":{ | |
| "p":0.704845815, | |
| "r":0.7272727273, | |
| "f":0.7158836689 | |
| }, | |
| "appos":{ | |
| "p":0.5056179775, | |
| "r":0.5421686747, | |
| "f":0.523255814 | |
| }, | |
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| "name":"UD French Sequoia v2.8", | |
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| "author":"Candito, Marie; Seddah, Djam\u00e9; Perrier, Guy; Guillaume, Bruno" | |
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| "url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500", | |
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| "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran" | |
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| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
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| "license":"CC0", | |
| "author":"Explosion" | |
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