| { | |
| "lang":"fr", | |
| "name":"core_news_sm", | |
| "version":"3.7.0", | |
| "description":"French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"LGPL-LR", | |
| "spacy_version":">=3.7.0,<3.8.0", | |
| "spacy_git_version":"6b4f77441", | |
| "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", | |
| "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":0.997952498, | |
| "token_p":0.9844389844, | |
| "token_r":0.9896058454, | |
| "token_f":0.9870156531, | |
| "pos_acc":0.9617644028, | |
| "morph_acc":0.9529502705, | |
| "morph_micro_p":0.9796195652, | |
| "morph_micro_r":0.9663701718, | |
| "morph_micro_f":0.9729497638, | |
| "morph_per_feat":{ | |
| "Definite":{ | |
| "p":0.986090776, | |
| "r":0.9832116788, | |
| "f":0.9846491228 | |
| }, | |
| "Number":{ | |
| "p":0.9897655378, | |
| "r":0.979197349, | |
| "f":0.9844530816 | |
| }, | |
| "PronType":{ | |
| "p":0.9935525467, | |
| "r":0.9859245042, | |
| "f":0.9897238279 | |
| }, | |
| "Gender":{ | |
| "p":0.9710519514, | |
| "r":0.9601328904, | |
| "f":0.9655615523 | |
| }, | |
| "Mood":{ | |
| "p":0.9597806216, | |
| "r":0.9325044405, | |
| "f":0.9459459459 | |
| }, | |
| "Person":{ | |
| "p":0.9818181818, | |
| "r":0.9509433962, | |
| "f":0.9661341853 | |
| }, | |
| "Tense":{ | |
| "p":0.9538784067, | |
| "r":0.9295199183, | |
| "f":0.9415416451 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9686174724, | |
| "r":0.9453642384, | |
| "f":0.956849602 | |
| }, | |
| "NumType":{ | |
| "p":0.9790940767, | |
| "r":0.9590443686, | |
| "f":0.9689655172 | |
| }, | |
| "Reflex":{ | |
| "p":0.9772727273, | |
| "r":0.9772727273, | |
| "f":0.9772727273 | |
| }, | |
| "Voice":{ | |
| "p":0.9090909091, | |
| "r":0.8928571429, | |
| "f":0.9009009009 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polarity":{ | |
| "p":1.0, | |
| "r":0.9882352941, | |
| "f":0.9940828402 | |
| } | |
| }, | |
| "sents_p":0.8561151079, | |
| "sents_r":0.8665048544, | |
| "sents_f":0.861278649, | |
| "dep_uas":0.8781984485, | |
| "dep_las":0.8347514036, | |
| "dep_las_per_type":{ | |
| "det":{ | |
| "p":0.9707078926, | |
| "r":0.9628732849, | |
| "f":0.9667747164 | |
| }, | |
| "nsubj":{ | |
| "p":0.853960396, | |
| "r":0.8313253012, | |
| "f":0.8424908425 | |
| }, | |
| "aux:tense":{ | |
| "p":0.905511811, | |
| "r":0.92, | |
| "f":0.9126984127 | |
| }, | |
| "root":{ | |
| "p":0.8490566038, | |
| "r":0.8737864078, | |
| "f":0.8612440191 | |
| }, | |
| "obj":{ | |
| "p":0.8179012346, | |
| "r":0.7863501484, | |
| "f":0.8018154312 | |
| }, | |
| "cc":{ | |
| "p":0.866359447, | |
| "r":0.866359447, | |
| "f":0.866359447 | |
| }, | |
| "case":{ | |
| "p":0.9595959596, | |
| "r":0.9707084469, | |
| "f":0.9651202167 | |
| }, | |
| "obl:mod":{ | |
| "p":0.6396103896, | |
| "r":0.5880597015, | |
| "f":0.6127527216 | |
| }, | |
| "nmod":{ | |
| "p":0.7996164909, | |
| "r":0.8331668332, | |
| "f":0.8160469667 | |
| }, | |
| "conj":{ | |
| "p":0.5, | |
| "r":0.5, | |
| "f":0.5 | |
| }, | |
| "nummod":{ | |
| "p":0.9079754601, | |
| "r":0.875739645, | |
| "f":0.8915662651 | |
| }, | |
| "amod":{ | |
| "p":0.8850364964, | |
| "r":0.883424408, | |
| "f":0.8842297174 | |
| }, | |
| "acl":{ | |
| "p":0.6445783133, | |
| "r":0.6184971098, | |
| "f":0.6312684366 | |
| }, | |
| "mark":{ | |
| "p":0.8590909091, | |
| "r":0.8325991189, | |
| "f":0.8456375839 | |
| }, | |
| "xcomp":{ | |
| "p":0.8068965517, | |
| "r":0.7748344371, | |
| "f":0.7905405405 | |
| }, | |
| "flat:name":{ | |
| "p":0.8691588785, | |
| "r":0.8857142857, | |
| "f":0.8773584906 | |
| }, | |
| "cop":{ | |
| "p":0.8636363636, | |
| "r":0.8444444444, | |
| "f":0.8539325843 | |
| }, | |
| "advmod":{ | |
| "p":0.8264984227, | |
| "r":0.8213166144, | |
| "f":0.8238993711 | |
| }, | |
| "obl:arg":{ | |
| "p":0.6409090909, | |
| "r":0.6409090909, | |
| "f":0.6409090909 | |
| }, | |
| "appos":{ | |
| "p":0.5063291139, | |
| "r":0.4819277108, | |
| "f":0.4938271605 | |
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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", | |
| "license":"CC BY 4.0", | |
| "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran" | |
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