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{ |
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"lang":"it", |
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"name":"core_news_md", |
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"version":"3.5.0", |
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"description":"Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.", |
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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":"CC BY-NC-SA 3.0", |
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"spacy_version":">=3.5.0,<3.6.0", |
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"spacy_git_version":"9e0322de1", |
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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":"it_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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"POS=PUNCT", |
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"Gender=Masc|POS=NOUN", |
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"Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art", |
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"Gender=Fem|Number=Sing|POS=NOUN", |
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"Gender=Masc|Number=Sing|POS=ADJ", |
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"Gender=Masc|Number=Sing|POS=NOUN", |
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"Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", |
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"POS=AUX|VerbForm=Inf", |
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"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", |
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"POS=ADP", |
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"Gender=Fem|Number=Sing|POS=ADJ", |
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"POS=PRON|PronType=Rel", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art", |
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"Gender=Masc|Number=Plur|POS=NOUN", |
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"Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", |
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"Gender=Masc|Number=Sing|POS=PRON|PronType=Ind", |
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"Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art", |
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"Number=Plur|POS=ADJ", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"Definite=Def|Number=Sing|POS=DET|PronType=Art", |
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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=VERB|Tense=Past|VerbForm=Part", |
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"POS=VERB|VerbForm=Inf", |
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"Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", |
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"Number=Sing|POS=ADJ", |
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"POS=CCONJ", |
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"NumType=Card|POS=NUM", |
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"Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art", |
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"Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art", |
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"Gender=Fem|Number=Plur|POS=NOUN", |
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"Clitic=Yes|POS=PRON|Person=3|PronType=Prs", |
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"Gender=Fem|Number=Plur|POS=ADJ", |
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"Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", |
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"Gender=Masc|Number=Plur|POS=ADJ", |
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"POS=SPACE", |
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"Definite=Def|Number=Sing|POS=ADP|PronType=Art", |
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"Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", |
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"Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", |
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"POS=ADV", |
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"POS=NOUN", |
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"Number=Sing|POS=NOUN", |
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"POS=VERB|VerbForm=Ger", |
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"Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", |
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"POS=INTJ", |
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"Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
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"Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", |
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"Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", |
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"Gender=Fem|POS=NOUN", |
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"Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Tot", |
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"Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"Gender=Masc|Number=Plur|POS=PRON|PronType=Ind", |
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"Number=Plur|POS=PRON|Person=3|PronType=Prs", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", |
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"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", |
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"Number=Plur|POS=NOUN", |
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"POS=SCONJ", |
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"Number=Sing|POS=DET|PronType=Ind", |
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"POS=ADV|PronType=Neg", |
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"Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf", |
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"Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part", |
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"Gender=Fem|Number=Plur|POS=DET|PronType=Ind", |
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"Gender=Fem|Number=Sing|POS=PRON|PronType=Ind", |
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"POS=ADJ", |
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"Number=Sing|POS=PRON|PronType=Rel", |
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"Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", |
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"Number=Sing|POS=PRON|PronType=Ind", |
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"Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part", |
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"Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", |
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"POS=DET|Poss=Yes|PronType=Prs", |
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"Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", |
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"Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"Gender=Masc|Number=Plur|POS=DET|PronType=Ind", |
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"Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", |
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"Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", |
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"Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Dem", |
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"Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
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"Clitic=Yes|POS=PRON|PronType=Prs", |
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"Gender=Masc|Number=Plur|POS=DET|PronType=Tot", |
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"Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
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"Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs", |
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"Degree=Cmp|Number=Plur|POS=ADJ", |
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"Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
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"Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Degree=Cmp|Number=Sing|POS=ADJ", |
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"Gender=Masc|Number=Plur|POS=DET|PronType=Dem", |
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"Degree=Abs|POS=ADV", |
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"Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
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"Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Dem", |
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"POS=DET|PronType=Exc", |
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"Number=Plur|POS=PRON|Person=1|PronType=Prs", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", |
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"Number=Sing|POS=DET|PronType=Dem", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", |
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"Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ", |
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"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", |
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"Number=Sing|POS=DET|PronType=Int", |
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"POS=PRON|PronType=Int", |
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"Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", |
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"Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"Gender=Fem|Number=Plur|POS=PRON|PronType=Ind", |
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"Number=Sing|POS=ADP", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", |
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"Foreign=Yes|POS=X", |
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"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
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"Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", |
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"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
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"Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", |
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"Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", |
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"Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part", |
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"POS=INTJ|Polarity=Neg", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", |
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"Number=Plur|POS=PRON|PronType=Rel", |
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"Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Ind", |
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"Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", |
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"Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
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"Gender=Fem|Number=Plur|POS=DET|PronType=Dem", |
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"Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", |
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"Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger", |
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"POS=INTJ|Polarity=Pos", |
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"Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Int", |
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"POS=DET|PronType=Int", |
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"Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", |
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"Gender=Fem|Number=Plur|POS=DET|PronType=Int", |
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"Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
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"POS=PRON|Person=3|PronType=Prs", |
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"Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Ind", |
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"Number=Sing|POS=PRON|Person=1|PronType=Prs", |
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"Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", |
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"Clitic=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
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"Clitic=Yes|Gender=Fem|POS=PRON|Person=3|PronType=Prs", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", |
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"Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Tot", |
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"Clitic=Yes|POS=AUX|PronType=Prs|VerbForm=Inf", |
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"Gender=Fem|Number=Plur|POS=DET|PronType=Tot", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
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"Gender=Fem|Number=Plur|POS=PRON|PronType=Dem", |
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"Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ", |
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"NumType=Ord|POS=ADJ", |
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"POS=DET|PronType=Rel", |
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"Gender=Masc|Number=Sing|POS=PRON|PronType=Rel", |
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"Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
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"Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Number=Sing|POS=PRON|Person=2|PronType=Prs", |
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"Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs", |
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"Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf", |
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"Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", |
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"Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Ger", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", |
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"Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
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"Number=Sing|POS=PRON|PronType=Int", |
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"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", |
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"Number=Plur|POS=PRON|Person=2|PronType=Prs", |
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"Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf", |
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"Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf", |
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"Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin", |
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"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", |
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"Definite=Def|POS=DET|PronType=Art", |
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"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
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"POS=SYM", |
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"Clitic=Yes|Mood=Imp|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin", |
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"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
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"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", |
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"Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", |
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"Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ", |
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"Number=Sing|POS=PRON|PronType=Dem", |
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"POS=AUX|VerbForm=Ger", |
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"Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", |
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"Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf", |
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"POS=PRON|PronType=Ind", |
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"Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin", |
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"POS=X", |
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"Gender=Masc|POS=ADJ", |
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"Clitic=Yes|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", |
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"Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
|
"Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
|
"Mood=Cnd|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf", |
|
"Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
|
"Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin", |
|
"POS=PART", |
|
"Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part", |
|
"NumType=Ord|Number=Sing|POS=ADJ", |
|
"Number=Plur|POS=DET|PronType=Int", |
|
"Clitic=Yes|Mood=Sub|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Number=Plur|POS=DET|PronType=Rel", |
|
"Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", |
|
"Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", |
|
"Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger", |
|
"Clitic=Yes|Number=Sing|POS=AUX|Person=1|PronType=Prs|VerbForm=Ger", |
|
"Clitic=Yes|Gender=Masc|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", |
|
"Clitic=Yes|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Mood=Imp|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
|
"NumType=Range|POS=NUM", |
|
"Number=Plur|POS=PRON|PronType=Dem", |
|
"POS=VERB|Tense=Past|VerbForm=Part", |
|
"Clitic=Yes|POS=ADV|PronType=Prs", |
|
"Clitic=Yes|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Gender=Masc|POS=PRON|PronType=Rel", |
|
"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Number=Sing|POS=AUX|Person=2|PronType=Prs|VerbForm=Inf", |
|
"Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger", |
|
"Mood=Imp|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", |
|
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
|
"Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
|
"Definite=Ind|POS=DET|PronType=Art", |
|
"Clitic=Yes|Gender=Fem,Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
|
"Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art", |
|
"Definite=Def|Number=Plur|POS=ADP|PronType=Art", |
|
"Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", |
|
"POS=DET|PronType=Ind", |
|
"Number=Plur|POS=DET|PronType=Dem", |
|
"Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
|
"Number=Plur|POS=DET|PronType=Tot", |
|
"Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger", |
|
"Number=Plur|POS=PRON|PronType=Ind", |
|
"Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
|
"Clitic=Yes|Number=Plur|POS=VERB|PronType=Prs|VerbForm=Inf", |
|
"Number=Plur|POS=PRON|Poss=Yes|PronType=Prs", |
|
"Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", |
|
"Number=Plur|POS=ADP", |
|
"Clitic=Yes|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs", |
|
"Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
|
"Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", |
|
"Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Fem|Number=Plur|POS=ADV|Person=3|PronType=Prs", |
|
"POS=DET|PronType=Tot", |
|
"POS=PRON|PronType=Dem", |
|
"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Definite=Ind|Number=Sing|POS=DET|PronType=Art", |
|
"NumType=Ord|POS=NUM", |
|
"Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", |
|
"Gender=Masc|POS=DET|PronType=Dem", |
|
"Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", |
|
"Gender=Masc|Number=Sing|POS=NOUN|Tense=Past|VerbForm=Part", |
|
"Gender=Masc|Number=Plur|POS=DET|PronType=Int", |
|
"Gender=Masc|Number=Plur|POS=PRON|PronType=Int", |
|
"Gender=Fem|Number=Plur|POS=PRON|PronType=Int", |
|
"Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
|
"Gender=Masc|Number=Sing|POS=DET|PronType=Int", |
|
"Gender=Fem|Number=Sing|POS=PRON|PronType=Int", |
|
"Number=Plur|POS=PRON|PronType=Int", |
|
"Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Gender=Masc|Number=Sing|POS=PRON|PronType=Int", |
|
"Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs", |
|
"Foreign=Yes|Number=Sing|POS=X", |
|
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", |
|
"POS=PRON|PronType=Prs", |
|
"Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
|
"Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
|
"Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
|
"Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", |
|
"POS=SCONJ|PronType=Rel", |
|
"Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", |
|
"POS=PRON|Person=3|PronType=Rel", |
|
"Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger", |
|
"Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin", |
|
"Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin", |
|
"Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin", |
|
"Degree=Cmp|POS=ADJ", |
|
"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin", |
|
"Definite=Def|Number=Plur|POS=DET|PronType=Art", |
|
"Number=Sing|POS=DET|Poss=Yes|PronType=Prs", |
|
"Gender=Masc|Number=Sing|POS=ADP", |
|
"Gender=Fem|POS=ADJ", |
|
"Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
|
"Gender=Masc|POS=DET|Poss=Yes|PronType=Prs", |
|
"Gender=Fem|Number=Plur|POS=PROPN", |
|
"Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art", |
|
"Number=Sing|POS=DET|PronType=Art", |
|
"Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs", |
|
"Foreign=Yes|POS=NOUN", |
|
"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Gender=Masc|Number=Plur|POS=DET", |
|
"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin", |
|
"Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
|
"Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin", |
|
"Gender=Fem|Number=Plur|POS=DET", |
|
"Number=Sing|POS=X", |
|
"Foreign=Yes|Gender=Masc|POS=X", |
|
"Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs", |
|
"Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs", |
|
"Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art", |
|
"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin", |
|
"Definite=Def|Gender=Fem|POS=DET", |
|
"Definite=Def|POS=DET", |
|
"Foreign=Yes|POS=PROPN", |
|
"NumType=Card|POS=PROPN", |
|
"Gender=Fem|Number=Sing|POS=DET", |
|
"Degree=Abs|Gender=Masc|Number=Sing|POS=ADV", |
|
"Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part", |
|
"Mood=Imp|Number=Plur|POS=VERB|Person=2", |
|
"Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf", |
|
"Gender=Masc|Number=Sing|POS=DET", |
|
"Number=Sing|POS=DET", |
|
"Gender=Masc|Number=Sing|POS=PRON", |
|
"POS=DET" |
|
], |
|
"tagger":[ |
|
"A", |
|
"AP", |
|
"B", |
|
"BN", |
|
"B_PC", |
|
"CC", |
|
"CS", |
|
"DD", |
|
"DE", |
|
"DI", |
|
"DQ", |
|
"DR", |
|
"E", |
|
"E_RD", |
|
"FB", |
|
"FC", |
|
"FF", |
|
"FS", |
|
"I", |
|
"N", |
|
"NO", |
|
"PART", |
|
"PC", |
|
"PC_PC", |
|
"PD", |
|
"PE", |
|
"PI", |
|
"PP", |
|
"PQ", |
|
"PR", |
|
"RD", |
|
"RI", |
|
"S", |
|
"SP", |
|
"SW", |
|
"SYM", |
|
"T", |
|
"V", |
|
"VA", |
|
"VA_PC", |
|
"VM", |
|
"VM_PC", |
|
"VM_PC_PC", |
|
"V_B", |
|
"V_PC", |
|
"V_PC_PC", |
|
"X", |
|
"_SP" |
|
], |
|
"parser":[ |
|
"ROOT", |
|
"acl", |
|
"acl:relcl", |
|
"advcl", |
|
"advmod", |
|
"amod", |
|
"appos", |
|
"aux", |
|
"aux:pass", |
|
"case", |
|
"cc", |
|
"ccomp", |
|
"compound", |
|
"conj", |
|
"cop", |
|
"csubj", |
|
"dep", |
|
"det", |
|
"det:poss", |
|
"det:predet", |
|
"discourse", |
|
"expl", |
|
"expl:impers", |
|
"expl:pass", |
|
"fixed", |
|
"flat", |
|
"flat:foreign", |
|
"flat:name", |
|
"iobj", |
|
"mark", |
|
"nmod", |
|
"nsubj", |
|
"nsubj:pass", |
|
"nummod", |
|
"obj", |
|
"obl", |
|
"obl:agent", |
|
"parataxis", |
|
"punct", |
|
"vocative", |
|
"xcomp" |
|
], |
|
"attribute_ruler":[ |
|
|
|
], |
|
"ner":[ |
|
"LOC", |
|
"MISC", |
|
"ORG", |
|
"PER" |
|
] |
|
}, |
|
"pipeline":[ |
|
"tok2vec", |
|
"morphologizer", |
|
"tagger", |
|
"parser", |
|
"lemmatizer", |
|
"attribute_ruler", |
|
"ner" |
|
], |
|
"components":[ |
|
"tok2vec", |
|
"morphologizer", |
|
"tagger", |
|
"parser", |
|
"lemmatizer", |
|
"senter", |
|
"attribute_ruler", |
|
"ner" |
|
], |
|
"disabled":[ |
|
"senter" |
|
], |
|
"performance":{ |
|
"token_acc":0.9992812865, |
|
"token_p":0.9980235379, |
|
"token_r":0.9978442468, |
|
"token_f":0.9979338843, |
|
"pos_acc":0.9731721566, |
|
"morph_acc":0.9719550562, |
|
"morph_micro_p":0.9862802605, |
|
"morph_micro_r":0.9791255428, |
|
"morph_micro_f":0.9826898789, |
|
"morph_per_feat":{ |
|
"Gender":{ |
|
"p":0.9901295497, |
|
"r":0.9830543079, |
|
"f":0.9865792439 |
|
}, |
|
"Number":{ |
|
"p":0.9932104753, |
|
"r":0.9865125241, |
|
"f":0.9898501692 |
|
}, |
|
"NumType":{ |
|
"p":0.9849056604, |
|
"r":0.963099631, |
|
"f":0.973880597 |
|
}, |
|
"Definite":{ |
|
"p":0.9952690716, |
|
"r":0.9982206406, |
|
"f":0.996742671 |
|
}, |
|
"PronType":{ |
|
"p":0.9883817427, |
|
"r":0.9851116625, |
|
"f":0.9867439934 |
|
}, |
|
"Mood":{ |
|
"p":0.9599514563, |
|
"r":0.9495798319, |
|
"f":0.9547374774 |
|
}, |
|
"Person":{ |
|
"p":0.9655850541, |
|
"r":0.9506292352, |
|
"f":0.9580487805 |
|
}, |
|
"Tense":{ |
|
"p":0.9672977625, |
|
"r":0.9565957447, |
|
"f":0.9619169876 |
|
}, |
|
"VerbForm":{ |
|
"p":0.9754901961, |
|
"r":0.9653499653, |
|
"f":0.9703935911 |
|
}, |
|
"Degree":{ |
|
"p":0.9375, |
|
"r":0.8823529412, |
|
"f":0.9090909091 |
|
}, |
|
"Clitic":{ |
|
"p":0.989010989, |
|
"r":0.9625668449, |
|
"f":0.9756097561 |
|
}, |
|
"Poss":{ |
|
"p":0.9852941176, |
|
"r":1.0, |
|
"f":0.9925925926 |
|
}, |
|
"Polarity":{ |
|
"p":1.0, |
|
"r":0.3333333333, |
|
"f":0.5 |
|
}, |
|
"Foreign":{ |
|
"p":0.75, |
|
"r":0.6, |
|
"f":0.6666666667 |
|
} |
|
}, |
|
"tag_acc":0.9702961398, |
|
"sents_p":0.9703315881, |
|
"sents_r":0.9858156028, |
|
"sents_f":0.9780123131, |
|
"dep_uas":0.9121308777, |
|
"dep_las":0.8761189423, |
|
"dep_las_per_type":{ |
|
"root":{ |
|
"p":0.8935427574, |
|
"r":0.9078014184, |
|
"f":0.9006156552 |
|
}, |
|
"flat:name":{ |
|
"p":0.923566879, |
|
"r":0.917721519, |
|
"f":0.9206349206 |
|
}, |
|
"case":{ |
|
"p":0.9793939394, |
|
"r":0.9835666464, |
|
"f":0.9814758579 |
|
}, |
|
"nmod":{ |
|
"p":0.8058058058, |
|
"r":0.8231083845, |
|
"f":0.8143651998 |
|
}, |
|
"nummod":{ |
|
"p":0.9106145251, |
|
"r":0.8858695652, |
|
"f":0.8980716253 |
|
}, |
|
"det":{ |
|
"p":0.9725274725, |
|
"r":0.9761029412, |
|
"f":0.9743119266 |
|
}, |
|
"nsubj":{ |
|
"p":0.8576998051, |
|
"r":0.8494208494, |
|
"f":0.8535402522 |
|
}, |
|
"aux":{ |
|
"p":0.9493087558, |
|
"r":0.9493087558, |
|
"f":0.9493087558 |
|
}, |
|
"advmod":{ |
|
"p":0.8284424379, |
|
"r":0.8417431193, |
|
"f":0.835039818 |
|
}, |
|
"obj":{ |
|
"p":0.8588516746, |
|
"r":0.8975, |
|
"f":0.8777506112 |
|
}, |
|
"cc":{ |
|
"p":0.9127725857, |
|
"r":0.8987730061, |
|
"f":0.9057187017 |
|
}, |
|
"conj":{ |
|
"p":0.6957671958, |
|
"r":0.7108108108, |
|
"f":0.7032085561 |
|
}, |
|
"det:predet":{ |
|
"p":0.9473684211, |
|
"r":1.0, |
|
"f":0.972972973 |
|
}, |
|
"amod":{ |
|
"p":0.8968609865, |
|
"r":0.8995502249, |
|
"f":0.8982035928 |
|
}, |
|
"mark":{ |
|
"p":0.9221311475, |
|
"r":0.9297520661, |
|
"f":0.9259259259 |
|
}, |
|
"cop":{ |
|
"p":0.8244274809, |
|
"r":0.8571428571, |
|
"f":0.8404669261 |
|
}, |
|
"xcomp":{ |
|
"p":0.7222222222, |
|
"r":0.6770833333, |
|
"f":0.6989247312 |
|
}, |
|
"obl":{ |
|
"p":0.8302180685, |
|
"r":0.7792397661, |
|
"f":0.8039215686 |
|
}, |
|
"acl:relcl":{ |
|
"p":0.7969924812, |
|
"r":0.7737226277, |
|
"f":0.7851851852 |
|
}, |
|
"acl":{ |
|
"p":0.7551020408, |
|
"r":0.6434782609, |
|
"f":0.6948356808 |
|
}, |
|
"ccomp":{ |
|
"p":0.7096774194, |
|
"r":0.7096774194, |
|
"f":0.7096774194 |
|
}, |
|
"expl":{ |
|
"p":0.9078947368, |
|
"r":0.8846153846, |
|
"f":0.8961038961 |
|
}, |
|
"nsubj:pass":{ |
|
"p":0.7848101266, |
|
"r":0.7654320988, |
|
"f":0.775 |
|
}, |
|
"aux:pass":{ |
|
"p":0.8780487805, |
|
"r":0.9113924051, |
|
"f":0.8944099379 |
|
}, |
|
"parataxis":{ |
|
"p":0.3157894737, |
|
"r":0.1935483871, |
|
"f":0.24 |
|
}, |
|
"obl:agent":{ |
|
"p":0.8717948718, |
|
"r":0.8095238095, |
|
"f":0.8395061728 |
|
}, |
|
"advcl":{ |
|
"p":0.6118421053, |
|
"r":0.6549295775, |
|
"f":0.6326530612 |
|
}, |
|
"expl:pass":{ |
|
"p":0.6666666667, |
|
"r":0.7272727273, |
|
"f":0.6956521739 |
|
}, |
|
"det:poss":{ |
|
"p":0.9855072464, |
|
"r":1.0, |
|
"f":0.9927007299 |
|
}, |
|
"flat":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"appos":{ |
|
"p":0.4545454545, |
|
"r":0.3846153846, |
|
"f":0.4166666667 |
|
}, |
|
"dep":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"iobj":{ |
|
"p":0.8571428571, |
|
"r":0.9, |
|
"f":0.8780487805 |
|
}, |
|
"expl:impers":{ |
|
"p":0.8888888889, |
|
"r":1.0, |
|
"f":0.9411764706 |
|
}, |
|
"csubj":{ |
|
"p":0.6666666667, |
|
"r":0.4615384615, |
|
"f":0.5454545455 |
|
}, |
|
"compound":{ |
|
"p":0.6818181818, |
|
"r":0.5769230769, |
|
"f":0.625 |
|
}, |
|
"discourse":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"fixed":{ |
|
"p":0.8695652174, |
|
"r":0.7142857143, |
|
"f":0.7843137255 |
|
}, |
|
"vocative":{ |
|
"p":0.3333333333, |
|
"r":0.3333333333, |
|
"f":0.3333333333 |
|
}, |
|
"flat:foreign":{ |
|
"p":0.6666666667, |
|
"r":0.6666666667, |
|
"f":0.6666666667 |
|
}, |
|
"orphan":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
} |
|
}, |
|
"lemma_acc":0.9718727534, |
|
"ents_p":0.8765345493, |
|
"ents_r":0.8768079217, |
|
"ents_f":0.8766712142, |
|
"ents_per_type":{ |
|
"LOC":{ |
|
"p":0.8879853396, |
|
"r":0.9110458284, |
|
"f":0.8993677861 |
|
}, |
|
"PER":{ |
|
"p":0.9146410803, |
|
"r":0.9146410803, |
|
"f":0.9146410803 |
|
}, |
|
"MISC":{ |
|
"p":0.7816664226, |
|
"r":0.7334432536, |
|
"f":0.7567874105 |
|
}, |
|
"ORG":{ |
|
"p":0.8319924278, |
|
"r":0.794755877, |
|
"f":0.8129479769 |
|
} |
|
}, |
|
"speed":11541.0756176539 |
|
}, |
|
"sources":[ |
|
{ |
|
"name":"UD Italian ISDT v2.8", |
|
"url":"https://github.com/UniversalDependencies/UD_Italian-ISDT", |
|
"license":"CC BY-NC-SA 3.0", |
|
"author":"Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria" |
|
}, |
|
{ |
|
"name":"WikiNER", |
|
"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" |
|
}, |
|
{ |
|
"name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", |
|
"url":"https://spacy.io", |
|
"license":"CC0", |
|
"author":"Explosion" |
|
} |
|
], |
|
"requirements":[ |
|
|
|
] |
|
} |