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{ |
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"lang":"fr", |
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"name":"core_news_md", |
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"version":"3.4.0", |
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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":"[email protected]", |
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"url":"https://explosion.ai", |
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"license":"LGPL-LR", |
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"spacy_version":">=3.4.0,<3.5.0", |
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"spacy_git_version":"dd038b536", |
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"vectors":{ |
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"width":300, |
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"vectors":20000, |
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"keys":500000, |
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"name":"fr_vectors" |
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}, |
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"labels":{ |
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"tok2vec":[ |
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|
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], |
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"morphologizer":[ |
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"POS=PROPN", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Dem", |
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"Gender=Fem|Number=Sing|POS=NOUN", |
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"Number=Plur|POS=PRON|Person=1", |
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"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", |
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"POS=PUNCT", |
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"Gender=Masc|Number=Sing|POS=PROPN", |
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"Number=Plur|POS=ADJ", |
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"Gender=Masc|Number=Plur|POS=NOUN", |
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"Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", |
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"Number=Sing|POS=ADJ", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", |
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"POS=ADV", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", |
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"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", |
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"Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", |
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"Gender=Fem|Number=Sing|POS=PROPN", |
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"Definite=Def|Number=Sing|POS=DET|PronType=Art", |
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"NumType=Card|POS=NUM", |
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"Definite=Def|Number=Plur|POS=DET|PronType=Art", |
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"Gender=Masc|Number=Plur|POS=ADJ", |
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"POS=CCONJ", |
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"Gender=Fem|Number=Plur|POS=NOUN", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", |
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"Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", |
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"Gender=Fem|Number=Plur|POS=ADJ", |
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"POS=ADJ", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", |
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"POS=PRON|PronType=Rel", |
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"Number=Sing|POS=DET|Poss=Yes", |
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"Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art", |
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"Definite=Def|Number=Plur|POS=ADP|PronType=Art", |
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"Definite=Ind|Number=Plur|POS=DET|PronType=Art", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", |
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"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"POS=VERB|VerbForm=Inf", |
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"Gender=Fem|Number=Sing|POS=ADJ", |
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"Gender=Masc|Number=Sing|POS=PRON|Person=3", |
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"Number=Plur|POS=DET", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"Gender=Masc|Number=Sing|POS=ADJ", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Dem", |
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"POS=ADV|PronType=Int", |
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"POS=VERB|Tense=Pres|VerbForm=Part", |
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"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", |
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"Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", |
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"Gender=Masc|POS=ADJ", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", |
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"Number=Plur|POS=DET|Poss=Yes", |
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"POS=AUX|VerbForm=Inf", |
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"Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", |
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"Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part", |
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"POS=ADV|Polarity=Neg", |
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"Definite=Ind|Number=Sing|POS=DET|PronType=Art", |
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"Gender=Fem|Number=Sing|POS=PRON|Person=3", |
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"POS=PRON|Person=3|Reflex=Yes", |
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"Gender=Masc|POS=NOUN", |
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"POS=AUX|Tense=Past|VerbForm=Part", |
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"POS=PRON|Person=3", |
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"Number=Plur|POS=NOUN", |
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"NumType=Ord|Number=Sing|POS=ADJ", |
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"POS=VERB|Tense=Past|VerbForm=Part", |
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"POS=AUX|Tense=Pres|VerbForm=Part", |
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"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", |
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"Number=Sing|POS=PRON|Person=3", |
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"Number=Sing|POS=NOUN", |
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"Gender=Masc|Number=Plur|POS=PRON|Person=3", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", |
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"Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", |
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"Number=Plur|POS=PROPN", |
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"Number=Sing|POS=PROPN", |
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"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", |
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"Gender=Fem|Number=Sing|POS=DET|Poss=Yes", |
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"Gender=Masc|POS=PRON", |
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"POS=NOUN", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", |
|
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
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"Number=Plur|POS=PRON", |
|
"Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", |
|
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", |
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"Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", |
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"Number=Sing|POS=PRON", |
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"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", |
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"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", |
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"Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", |
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"POS=PRON", |
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"POS=NUM", |
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"Gender=Fem|POS=NOUN", |
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"POS=SPACE", |
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"Gender=Fem|Number=Plur|POS=PRON", |
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"Number=Plur|POS=PRON|Person=3", |
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"Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", |
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"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", |
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"Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
|
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"POS=INTJ", |
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"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", |
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"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", |
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"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":0.9720146369, |
|
"morph_acc":0.9609157471, |
|
"morph_micro_p":0.9854661904, |
|
"morph_micro_r":0.9748994761, |
|
"morph_micro_f":0.980154355, |
|
"morph_per_feat":{ |
|
"Definite":{ |
|
"p":0.989010989, |
|
"r":0.9854014599, |
|
"f":0.987202925 |
|
}, |
|
"Number":{ |
|
"p":0.9931239547, |
|
"r":0.9837997054, |
|
"f":0.9884398409 |
|
}, |
|
"PronType":{ |
|
"p":0.9961265332, |
|
"r":0.9872040947, |
|
"f":0.9916452442 |
|
}, |
|
"Gender":{ |
|
"p":0.9808884298, |
|
"r":0.9706107846, |
|
"f":0.9757225434 |
|
}, |
|
"Mood":{ |
|
"p":0.9654545455, |
|
"r":0.9431616341, |
|
"f":0.9541778976 |
|
}, |
|
"Person":{ |
|
"p":0.9858611825, |
|
"r":0.9647798742, |
|
"f":0.9752066116 |
|
}, |
|
"Tense":{ |
|
"p":0.9637681159, |
|
"r":0.9509703779, |
|
"f":0.9573264781 |
|
}, |
|
"VerbForm":{ |
|
"p":0.9765886288, |
|
"r":0.9668874172, |
|
"f":0.9717138103 |
|
}, |
|
"NumType":{ |
|
"p":1.0, |
|
"r":0.95221843, |
|
"f":0.9755244755 |
|
}, |
|
"Reflex":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"Voice":{ |
|
"p":0.905982906, |
|
"r":0.9464285714, |
|
"f":0.9257641921 |
|
}, |
|
"Poss":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"Polarity":{ |
|
"p":1.0, |
|
"r":0.9882352941, |
|
"f":0.9940828402 |
|
} |
|
}, |
|
"sents_p":0.9021479714, |
|
"sents_r":0.9174757282, |
|
"sents_f":0.9097472924, |
|
"dep_uas":0.8998842593, |
|
"dep_las":0.8596552123, |
|
"dep_las_per_type":{ |
|
"det":{ |
|
"p":0.9813463098, |
|
"r":0.9765940274, |
|
"f":0.9789644013 |
|
}, |
|
"nsubj":{ |
|
"p":0.8962962963, |
|
"r":0.8746987952, |
|
"f":0.8853658537 |
|
}, |
|
"aux:tense":{ |
|
"p":0.9596774194, |
|
"r":0.952, |
|
"f":0.9558232932 |
|
}, |
|
"root":{ |
|
"p":0.8875598086, |
|
"r":0.9004854369, |
|
"f":0.8939759036 |
|
}, |
|
"obj":{ |
|
"p":0.8618618619, |
|
"r":0.8516320475, |
|
"f":0.8567164179 |
|
}, |
|
"cc":{ |
|
"p":0.8894009217, |
|
"r":0.8894009217, |
|
"f":0.8894009217 |
|
}, |
|
"case":{ |
|
"p":0.9682860999, |
|
"r":0.977520436, |
|
"f":0.9728813559 |
|
}, |
|
"obl:mod":{ |
|
"p":0.6645768025, |
|
"r":0.6328358209, |
|
"f":0.6483180428 |
|
}, |
|
"nmod":{ |
|
"p":0.8249027237, |
|
"r":0.8471528472, |
|
"f":0.8358797437 |
|
}, |
|
"conj":{ |
|
"p":0.5983606557, |
|
"r":0.5748031496, |
|
"f":0.5863453815 |
|
}, |
|
"nummod":{ |
|
"p":0.9108280255, |
|
"r":0.8461538462, |
|
"f":0.8773006135 |
|
}, |
|
"amod":{ |
|
"p":0.9257884972, |
|
"r":0.9089253188, |
|
"f":0.9172794118 |
|
}, |
|
"acl":{ |
|
"p":0.6971428571, |
|
"r":0.7052023121, |
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