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{ |
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"lang":"fr", |
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"name":"core_news_md", |
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"version":"3.2.0", |
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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":">=3.2.0,<3.3.0", |
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"spacy_git_version":"bb26550e2", |
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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", |
|
"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", |
|
"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", |
|
"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", |
|
"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", |
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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", |
|
"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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"Gender=Fem|Number=Plur|POS=PRON", |
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"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", |
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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", |
|
"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":0.9734577127, |
|
"morph_acc":0.9646282355, |
|
"morph_micro_p":0.9870385159, |
|
"morph_micro_r":0.9789204338, |
|
"morph_micro_f":0.9829627137, |
|
"morph_per_feat":{ |
|
"Definite":{ |
|
"p":0.9890270666, |
|
"r":0.9868613139, |
|
"f":0.9879430033 |
|
}, |
|
"Number":{ |
|
"p":0.9940597735, |
|
"r":0.9858247423, |
|
"f":0.9899251317 |
|
}, |
|
"PronType":{ |
|
"p":0.9954896907, |
|
"r":0.9884836852, |
|
"f":0.9919743178 |
|
}, |
|
"Gender":{ |
|
"p":0.9824380165, |
|
"r":0.9721441349, |
|
"f":0.9772639692 |
|
}, |
|
"Mood":{ |
|
"p":0.972972973, |
|
"r":0.9591474245, |
|
"f":0.9660107335 |
|
}, |
|
"Person":{ |
|
"p":0.9897828863, |
|
"r":0.9748427673, |
|
"f":0.9822560203 |
|
}, |
|
"Tense":{ |
|
"p":0.9672131148, |
|
"r":0.9642492339, |
|
"f":0.9657289003 |
|
}, |
|
"VerbForm":{ |
|
"p":0.9816971714, |
|
"r":0.9768211921, |
|
"f":0.979253112 |
|
}, |
|
"NumType":{ |
|
"p":0.9929577465, |
|
"r":0.9624573379, |
|
"f":0.9774696707 |
|
}, |
|
"Reflex":{ |
|
"p":0.9777777778, |
|
"r":1.0, |
|
"f":0.9887640449 |
|
}, |
|
"Voice":{ |
|
"p":0.9224137931, |
|
"r":0.9553571429, |
|
"f":0.9385964912 |
|
}, |
|
"Poss":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"Polarity":{ |
|
"p":1.0, |
|
"r":0.9764705882, |
|
"f":0.9880952381 |
|
} |
|
}, |
|
"sents_p":0.8782816229, |
|
"sents_r":0.8932038835, |
|
"sents_f":0.8856799037, |
|
"dep_uas":0.8967353554, |
|
"dep_las":0.8580193321, |
|
"dep_las_per_type":{ |
|
"det":{ |
|
"p":0.9805668016, |
|
"r":0.9774011299, |
|
"f":0.9789814066 |
|
}, |
|
"nsubj":{ |
|
"p":0.8762376238, |
|
"r":0.8530120482, |
|
"f":0.8644688645 |
|
}, |
|
"aux:tense":{ |
|
"p":0.9285714286, |
|
"r":0.936, |
|
"f":0.9322709163 |
|
}, |
|
"root":{ |
|
"p":0.8865248227, |
|
"r":0.9101941748, |
|
"f":0.8982035928 |
|
}, |
|
"obj":{ |
|
"p":0.849112426, |
|
"r":0.8516320475, |
|
"f":0.8503703704 |
|
}, |
|
"cc":{ |
|
"p":0.8909090909, |
|
"r":0.9032258065, |
|
"f":0.8970251716 |
|
}, |
|
"case":{ |
|
"p":0.9695740365, |
|
"r":0.9768392371, |
|
"f":0.9731930777 |
|
}, |
|
"obl:mod":{ |
|
"p":0.6749226006, |
|
"r":0.6507462687, |
|
"f":0.6626139818 |
|
}, |
|
"nmod":{ |
|
"p":0.8055028463, |
|
"r":0.8481518482, |
|
"f":0.8262773723 |
|
}, |
|
"conj":{ |
|
"p":0.5241935484, |
|
"r":0.5118110236, |
|
"f":0.5179282869 |
|
}, |
|
"nummod":{ |
|
"p":0.9141104294, |
|
"r":0.8816568047, |
|
"f":0.8975903614 |
|
}, |
|
"amod":{ |
|
"p":0.9235074627, |
|
"r":0.9016393443, |
|
"f":0.9124423963 |
|
}, |
|
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