|
{ |
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"lang":"fr", |
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"name":"core_news_sm", |
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"version":"3.1.0", |
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"description":"French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", |
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"author":"Explosion", |
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"email":"contact@explosion.ai", |
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"url":"https://explosion.ai", |
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"license":"LGPL-LR", |
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"spacy_version":">=3.1.0,<3.2.0", |
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"spacy_git_version":"caba63b74", |
|
"vectors":{ |
|
"width":0, |
|
"vectors":0, |
|
"keys":0, |
|
"name":null |
|
}, |
|
"labels":{ |
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"tok2vec":[ |
|
|
|
], |
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"morphologizer":[ |
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"POS=PROPN", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Dem", |
|
"Gender=Fem|Number=Sing|POS=NOUN", |
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"Number=Plur|POS=PRON|Person=1", |
|
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"POS=SCONJ", |
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"POS=ADP", |
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"Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", |
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"NumType=Ord|POS=ADJ", |
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"Gender=Masc|Number=Sing|POS=NOUN", |
|
"POS=PUNCT", |
|
"Gender=Masc|Number=Sing|POS=PROPN", |
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"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", |
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"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", |
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"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", |
|
"POS=PART", |
|
"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", |
|
"Gender=Fem|POS=ADV", |
|
"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, |
|
"tag_acc":0.934480272, |
|
"pos_acc":0.9632224168, |
|
"morph_acc":0.952690167, |
|
"lemma_acc":0.9032722042, |
|
"dep_uas":0.8787913869, |
|
"dep_las":0.8382242287, |
|
"sents_p":0.8642857143, |
|
"sents_r":0.8902232487, |
|
"sents_f":0.8725961538, |
|
"speed":5408.6948387533, |
|
"morph_per_feat":{ |
|
"Definite":{ |
|
"p":0.9853907962, |
|
"r":0.9839533187, |
|
"f":0.9846715328 |
|
}, |
|
"Number":{ |
|
"p":0.9923163418, |
|
"r":0.9812824314, |
|
"f":0.9867685427 |
|
}, |
|
"PronType":{ |
|
"p":0.99356085, |
|
"r":0.98657289, |
|
"f":0.9900545396 |
|
}, |
|
"Gender":{ |
|
"p":0.9726847034, |
|
"r":0.9661498708, |
|
"f":0.9694062743 |
|
}, |
|
"Mood":{ |
|
"p":0.9670932358, |
|
"r":0.9396092362, |
|
"f":0.9531531532 |
|
}, |
|
"Person":{ |
|
"p":0.9805950841, |
|
"r":0.9522613065, |
|
"f":0.9662205226 |
|
}, |
|
"Tense":{ |
|
"p":0.9441571872, |
|
"r":0.9325842697, |
|
"f":0.9383350462 |
|
}, |
|
"VerbForm":{ |
|
"p":0.9672818792, |
|
"r":0.9544701987, |
|
"f":0.9608333333 |
|
}, |
|
"NumType":{ |
|
"p":0.9857651246, |
|
"r":0.9551724138, |
|
"f":0.9702276708 |
|
}, |
|
"Reflex":{ |
|
"p":0.9777777778, |
|
"r":1.0, |
|
"f":0.9887640449 |
|
}, |
|
"Voice":{ |
|
"p":0.8833333333, |
|
"r":0.9464285714, |
|
"f":0.9137931034 |
|
}, |
|
"Poss":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"Polarity":{ |
|
"p":0.9882352941, |
|
"r":0.9882352941, |
|
"f":0.9882352941 |
|
} |
|
}, |
|
"dep_las_per_type":{ |
|
"det":{ |
|
"p":0.9746938776, |
|
"r":0.9636803874, |
|
"f":0.9691558442 |
|
}, |
|
"nsubj":{ |
|
"p":0.8484848485, |
|
"r":0.8096385542, |
|
"f":0.8286066584 |
|
}, |
|
"aux:tense":{ |
|
"p":0.9268292683, |
|
"r":0.912, |
|
"f":0.9193548387 |
|
}, |
|
"root":{ |
|
"p":0.8392434988, |
|
"r":0.8616504854, |
|
"f":0.8502994012 |
|
}, |
|
"obj":{ |
|
"p":0.8373493976, |
|
"r":0.824925816, |
|
"f":0.8310911809 |
|
}, |
|
"cc":{ |
|
"p":0.871559633, |
|
"r":0.8755760369, |
|
"f":0.8735632184 |
|
}, |
|
"case":{ |
|
"p":0.9602960969, |
|
"r":0.9720708447, |
|
"f":0.9661475965 |
|
}, |
|
"obl:mod":{ |
|
"p":0.6355140187, |
|
"r":0.6071428571, |
|
"f":0.6210045662 |
|
}, |
|
"nmod":{ |
|
"p":0.790368272, |
|
"r":0.8353293413, |
|
"f":0.8122270742 |
|
}, |
|
"conj":{ |
|
"p":0.52, |
|
"r":0.5118110236, |
|
"f":0.5158730159 |
|
}, |
|
"nummod":{ |
|
"p":0.93125, |
|
"r":0.8869047619, |
|
"f":0.9085365854 |
|
}, |
|
"amod":{ |
|
"p":0.8818181818, |
|
"r":0.8850364964, |
|
"f":0.883424408 |
|
}, |
|
"acl":{ |
|
"p":0.6781609195, |
|
"r":0.6820809249, |
|
"f":0.6801152738 |
|
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"name":"UD French Sequoia v2.5", |
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"license":"LGPL-LR", |
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"author":"Candito, Marie; Seddah, Djam\u00e9; Perrier, Guy; Guillaume, Bruno" |
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{ |
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"name":"WikiNER", |
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"url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500", |
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"license":"CC BY 4.0", |
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"author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran" |
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}, |
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{ |
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"name":"spaCy lookups data", |
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"author":"Explosion", |
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"license":"MIT" |
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} |
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], |
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] |
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} |