| { | |
| "lang":"fr", | |
| "name":"core_news_sm", | |
| "version":"3.2.0", | |
| "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":">=3.2.0,<3.3.0", | |
| "spacy_git_version":"bb26550e2", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "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", | |
| "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" | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "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":0.9600618397, | |
| "morph_acc":0.9492783505, | |
| "morph_micro_p":0.9765677992, | |
| "morph_micro_r":0.9648470818, | |
| "morph_micro_f":0.9706720603, | |
| "morph_per_feat":{ | |
| "Definite":{ | |
| "p":0.986100951, | |
| "r":0.9839416058, | |
| "f":0.985020095 | |
| }, | |
| "Number":{ | |
| "p":0.9906838085, | |
| "r":0.9788291605, | |
| "f":0.9847208075 | |
| }, | |
| "PronType":{ | |
| "p":0.992916935, | |
| "r":0.9865642994, | |
| "f":0.9897304236 | |
| }, | |
| "Gender":{ | |
| "p":0.9705502454, | |
| "r":0.9601328904, | |
| "f":0.9653134635 | |
| }, | |
| "Mood":{ | |
| "p":0.9575645756, | |
| "r":0.9218472469, | |
| "f":0.9393665158 | |
| }, | |
| "Person":{ | |
| "p":0.9726205997, | |
| "r":0.9383647799, | |
| "f":0.9551856594 | |
| }, | |
| "Tense":{ | |
| "p":0.936918304, | |
| "r":0.9254341164, | |
| "f":0.9311408016 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9538977368, | |
| "r":0.9420529801, | |
| "f":0.947938359 | |
| }, | |
| "NumType":{ | |
| "p":0.9858156028, | |
| "r":0.9488054608, | |
| "f":0.9669565217 | |
| }, | |
| "Reflex":{ | |
| "p":0.9565217391, | |
| "r":1.0, | |
| "f":0.9777777778 | |
| }, | |
| "Voice":{ | |
| "p":0.8429752066, | |
| "r":0.9107142857, | |
| "f":0.8755364807 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polarity":{ | |
| "p":0.9880952381, | |
| "r":0.9764705882, | |
| "f":0.9822485207 | |
| } | |
| }, | |
| "sents_p":0.8658823529, | |
| "sents_r":0.8932038835, | |
| "sents_f":0.8793309438, | |
| "dep_uas":0.8770041095, | |
| "dep_las":0.832561907, | |
| "dep_las_per_type":{ | |
| "det":{ | |
| "p":0.9724919094, | |
| "r":0.9701372074, | |
| "f":0.9713131313 | |
| }, | |
| "nsubj":{ | |
| "p":0.8618925831, | |
| "r":0.8120481928, | |
| "f":0.8362282878 | |
| }, | |
| "aux:tense":{ | |
| "p":0.9206349206, | |
| "r":0.928, | |
| "f":0.9243027888 | |
| }, | |
| "root":{ | |
| "p":0.853427896, | |
| "r":0.8762135922, | |
| "f":0.8646706587 | |
| }, | |
| "obj":{ | |
| "p":0.8171091445, | |
| "r":0.821958457, | |
| "f":0.8195266272 | |
| }, | |
| "cc":{ | |
| "p":0.869955157, | |
| "r":0.8940092166, | |
| "f":0.8818181818 | |
| }, | |
| "case":{ | |
| "p":0.9600811908, | |
| "r":0.9666212534, | |
| "f":0.9633401222 | |
| }, | |
| "obl:mod":{ | |
| "p":0.6214511041, | |
| "r":0.5880597015, | |
| "f":0.6042944785 | |
| }, | |
| "nmod":{ | |
| "p":0.7838095238, | |
| "r":0.8221778222, | |
| "f":0.8025353486 | |
| }, | |
| "conj":{ | |
| "p":0.5307692308, | |
| "r":0.5433070866, | |
| "f":0.5369649805 | |
| }, | |
| "nummod":{ | |
| "p":0.9210526316, | |
| "r":0.8284023669, | |
| "f":0.8722741433 | |
| }, | |
| "amod":{ | |
| "p":0.8683729433, | |
| "r":0.8652094718, | |
| "f":0.8667883212 | |
| }, | |
| "acl":{ | |
| "p":0.6411764706, | |
| "r":0.6300578035, | |
| "f":0.6355685131 | |
| }, | |
| "mark":{ | |
| "p":0.9052132701, | |
| "r":0.8414096916, | |
| "f":0.8721461187 | |
| }, | |
| "xcomp":{ | |
| "p":0.8, | |
| "r":0.7947019868, | |
| "f":0.7973421927 | |
| }, | |
| "flat:name":{ | |
| "p":0.8482142857, | |
| "r":0.9047619048, | |
| "f":0.8755760369 | |
| }, | |
| "cop":{ | |
| "p":0.8571428571, | |
| "r":0.8, | |
| "f":0.8275862069 | |
| }, | |
| "advmod":{ | |
| "p":0.8338658147, | |
| "r":0.8181818182, | |
| "f":0.8259493671 | |
| }, | |
| "obl:arg":{ | |
| "p":0.6553398058, | |
| "r":0.6136363636, | |
| "f":0.6338028169 | |
| }, | |
| "appos":{ | |
| "p":0.417721519, | |
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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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