{ "lang":"it", "name":"core_news_lg", "version":"3.7.0", "description":"Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"CC BY-NC-SA 3.0", "spacy_version":">=3.7.0,<3.8.0", "spacy_git_version":"6b4f77441", "vectors":{ "width":300, "vectors":500000, "keys":500000, "name":"it_vectors" }, "labels":{ "tok2vec":[ ], "morphologizer":[ "POS=PROPN", "POS=PUNCT", "Gender=Masc|POS=NOUN", "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art", "Gender=Fem|Number=Sing|POS=NOUN", "Gender=Masc|Number=Sing|POS=ADJ", "Gender=Masc|Number=Sing|POS=NOUN", "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", "POS=AUX|VerbForm=Inf", "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", "POS=ADP", "Gender=Fem|Number=Sing|POS=ADJ", "POS=PRON|PronType=Rel", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art", "Gender=Masc|Number=Plur|POS=NOUN", "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind", "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art", "Number=Plur|POS=ADJ", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Definite=Def|Number=Sing|POS=DET|PronType=Art", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", "POS=VERB|VerbForm=Inf", "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "Number=Sing|POS=ADJ", "POS=CCONJ", "NumType=Card|POS=NUM", "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art", "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art", "Gender=Fem|Number=Plur|POS=NOUN", "Clitic=Yes|POS=PRON|Person=3|PronType=Prs", "Gender=Fem|Number=Plur|POS=ADJ", "Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Gender=Masc|Number=Plur|POS=ADJ", "POS=SPACE", "Definite=Def|Number=Sing|POS=ADP|PronType=Art", "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", "POS=ADV", "POS=NOUN", "Number=Sing|POS=NOUN", "POS=VERB|VerbForm=Ger", "Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "POS=INTJ", "Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs", "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", "Gender=Fem|POS=NOUN", "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", "Gender=Fem|Number=Sing|POS=DET|PronType=Tot", "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind", "Number=Plur|POS=PRON|Person=3|PronType=Prs", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", "Number=Plur|POS=NOUN", "POS=SCONJ", "Number=Sing|POS=DET|PronType=Ind", "POS=ADV|PronType=Neg", "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf", "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part", "Gender=Fem|Number=Plur|POS=DET|PronType=Ind", "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind", "POS=ADJ", "Number=Sing|POS=PRON|PronType=Rel", "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", "Number=Sing|POS=PRON|PronType=Ind", "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part", "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", "POS=DET|Poss=Yes|PronType=Prs", "Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Plur|POS=DET|PronType=Ind", "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", "Clitic=Yes|POS=PRON|PronType=Prs", "Gender=Masc|Number=Plur|POS=DET|PronType=Tot", "Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs", "Degree=Cmp|Number=Plur|POS=ADJ", "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", "Number=Sing|POS=PRON|Person=3|PronType=Prs", "Degree=Cmp|Number=Sing|POS=ADJ", "Gender=Masc|Number=Plur|POS=DET|PronType=Dem", "Degree=Abs|POS=ADV", "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", "Gender=Fem|Number=Sing|POS=DET|PronType=Dem", "POS=DET|PronType=Exc", "Number=Plur|POS=PRON|Person=1|PronType=Prs", "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", "Number=Sing|POS=DET|PronType=Dem", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ", "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "Number=Sing|POS=DET|PronType=Int", "POS=PRON|PronType=Int", "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind", "Number=Sing|POS=ADP", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", "Foreign=Yes|POS=X", "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin", "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part", "POS=INTJ|Polarity=Neg", "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", "Number=Plur|POS=PRON|PronType=Rel", "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=DET|PronType=Ind", "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Plur|POS=DET|PronType=Dem", "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger", "POS=INTJ|Polarity=Pos", "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Gender=Fem|Number=Sing|POS=DET|PronType=Int", "POS=DET|PronType=Int", "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", "Gender=Fem|Number=Plur|POS=DET|PronType=Int", "Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "POS=PRON|Person=3|PronType=Prs", "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ", "Gender=Masc|Number=Sing|POS=DET|PronType=Ind", "Number=Sing|POS=PRON|Person=1|PronType=Prs", "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", "Clitic=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", "Clitic=Yes|Gender=Fem|POS=PRON|Person=3|PronType=Prs", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ", "Gender=Masc|Number=Sing|POS=DET|PronType=Tot", "Clitic=Yes|POS=AUX|PronType=Prs|VerbForm=Inf", "Gender=Fem|Number=Plur|POS=DET|PronType=Tot", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem", "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ", "NumType=Ord|POS=ADJ", "POS=DET|PronType=Rel", "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel", "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs", "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Clitic=Yes|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Number=Sing|POS=PRON|Person=2|PronType=Prs", "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", "Clitic=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs", "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf", "Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Ger", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part", "Number=Sing|POS=PRON|PronType=Int", "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", "Number=Plur|POS=PRON|Person=2|PronType=Prs", "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf", "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf", "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", "Definite=Def|POS=DET|PronType=Art", "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "POS=SYM", "Clitic=Yes|Mood=Imp|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin", "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", "Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ", "Number=Sing|POS=PRON|PronType=Dem", "POS=AUX|VerbForm=Ger", "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf", "POS=PRON|PronType=Ind", "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin", "POS=X", "Gender=Masc|POS=ADJ", "Clitic=Yes|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", "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":0.9751932411, "morph_acc":0.9758202247, "morph_micro_p":0.9900168869, "morph_micro_r":0.9836656139, "morph_micro_f":0.9868310312, "morph_per_feat":{ "Gender":{ "p":0.9915949159, "r":0.9875459371, "f":0.9895662848 }, "Number":{ "p":0.9941860465, "r":0.9884393064, "f":0.9913043478 }, "NumType":{ "p":0.9848484848, "r":0.9594095941, "f":0.9719626168 }, "Definite":{ "p":0.9940898345, "r":0.9976275208, "f":0.9958555358 }, "PronType":{ "p":0.989198172, "r":0.9846980976, "f":0.9869430052 }, "Mood":{ "p":0.9817295981, "r":0.9675870348, "f":0.9746070133 }, "Person":{ "p":0.9812807882, "r":0.9641819942, "f":0.97265625 }, "Tense":{ "p":0.9785223368, "r":0.9693617021, "f":0.9739204788 }, "VerbForm":{ "p":0.9832402235, "r":0.9757449757, "f":0.9794782609 }, "Degree":{ "p":1.0, "r":0.8235294118, "f":0.9032258065 }, "Clitic":{ "p":0.9945652174, "r":0.9786096257, "f":0.9865229111 }, "Poss":{ "p":1.0, "r":1.0, "f":1.0 }, "Polarity":{ "p":1.0, "r":0.3333333333, "f":0.5 }, "Foreign":{ "p":1.0, "r":0.6, "f":0.75 } }, "tag_acc":0.9715107396, "sents_p":0.9651567944, "sents_r":0.9822695035, "sents_f":0.9736379613, "dep_uas":0.9113077477, "dep_las":0.8753987036, "dep_las_per_type":{ "root":{ "p":0.893728223, "r":0.9095744681, "f":0.9015817223 }, "flat:name":{ "p":0.9346405229, "r":0.9050632911, "f":0.9196141479 }, "case":{ "p":0.9793564056, "r":0.9817407182, "f":0.9805471125 }, "nmod":{ "p":0.8167860798, "r":0.8159509202, "f":0.8163682864 }, "nummod":{ "p":0.9005524862, "r":0.8858695652, "f":0.8931506849 }, "det":{ "p":0.9707227813, "r":0.9751838235, "f":0.9729481889 }, "nsubj":{ "p":0.8516377649, "r":0.8532818533, "f":0.8524590164 }, "aux":{ "p":0.9444444444, "r":0.9400921659, "f":0.9422632794 }, "advmod":{ "p":0.802247191, "r":0.8188073394, "f":0.8104426788 }, "obj":{ "p":0.8682926829, "r":0.89, "f":0.8790123457 }, "cc":{ "p":0.9034267913, "r":0.8895705521, "f":0.8964451314 }, "conj":{ "p":0.6592592593, "r":0.7216216216, "f":0.6890322581 }, "det:predet":{ "p":0.9473684211, "r":1.0, "f":0.972972973 }, "amod":{ "p":0.9070464768, "r":0.9070464768, "f":0.9070464768 }, "mark":{ "p":0.9224489796, "r":0.9338842975, "f":0.9281314168 }, "cop":{ "p":0.802919708, "r":0.873015873, "f":0.8365019011 }, "xcomp":{ "p":0.797752809, "r":0.7395833333, "f":0.7675675676 }, "obl":{ "p":0.8291925466, "r":0.7807017544, "f":0.8042168675 }, "acl:relcl":{ "p":0.8031496063, "r":0.7445255474, "f":0.7727272727 }, "acl":{ "p":0.6886792453, "r":0.6347826087, "f":0.6606334842 }, "ccomp":{ "p":0.7049180328, "r":0.6935483871, "f":0.6991869919 }, "expl":{ "p":0.8947368421, "r":0.8717948718, "f":0.8831168831 }, "nsubj:pass":{ "p":0.8815789474, "r":0.8271604938, "f":0.8535031847 }, "aux:pass":{ "p":0.8860759494, "r":0.8860759494, "f":0.8860759494 }, "parataxis":{ "p":0.3333333333, "r":0.1290322581, "f":0.1860465116 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "expl:pass":{ "p":0.7272727273, "r":0.7272727273, "f":0.7272727273 }, "advcl":{ "p":0.6308724832, "r":0.661971831, "f":0.64604811 }, "det:poss":{ "p":0.9855072464, "r":1.0, "f":0.9927007299 }, "flat":{ "p":1.0, "r":1.0, "f":1.0 }, "appos":{ "p":0.5882352941, "r":0.5128205128, "f":0.5479452055 }, "obl:agent":{ "p":0.8604651163, "r":0.880952381, "f":0.8705882353 }, "expl:impers":{ "p":0.6, "r":0.75, "f":0.6666666667 }, "iobj":{ "p":0.8095238095, "r":0.85, "f":0.8292682927 }, "csubj":{ "p":0.6363636364, "r":0.5384615385, "f":0.5833333333 }, "compound":{ "p":0.5833333333, "r":0.5384615385, "f":0.56 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 }, "fixed":{ "p":0.92, "r":0.8214285714, "f":0.8679245283 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "flat:foreign":{ "p":1.0, "r":0.3333333333, "f":0.5 }, "vocative":{ "p":0.3333333333, "r":0.3333333333, "f":0.3333333333 } }, "lemma_acc":0.9749281093, "ents_p":0.8841501483, "ents_r":0.883357374, "ents_f":0.8837535833, "ents_per_type":{ "LOC":{ "p":0.8897563194, "r":0.9196239718, "f":0.9044436312 }, "PER":{ "p":0.9246191994, "r":0.9275764037, "f":0.9260954408 }, "MISC":{ "p":0.8016016924, "r":0.7289090409, "f":0.7635290731 }, "ORG":{ "p":0.8423597679, "r":0.787522604, "f":0.8140186916 } }, "speed":10353.468974843 }, "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":[ ] }