{ "lang":"it", "name":"core_news_md", "version":"3.3.0", "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":">=3.3.0.dev0,<3.4.0", "spacy_git_version":"849bef2de", "vectors":{ "width":300, "vectors":20000, "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", "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" ], "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":0.9996405141, "token_p":0.9980235379, "token_r":0.9978442468, "token_f":0.9979338843, "pos_acc":0.9743866271, "morph_acc":0.971641724, "morph_micro_p":0.9867911411, "morph_micro_r":0.9806553494, "morph_micro_f":0.9837136775, "morph_per_feat":{ "Gender":{ "p":0.990151826, "r":0.9853001225, "f":0.9877200164 }, "Number":{ 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"r":0.9060283688, "f":0.8996478873 }, "flat:name":{ "p":0.9044585987, "r":0.8987341772, "f":0.9015873016 }, "case":{ "p":0.978749241, "r":0.9811320755, "f":0.9799392097 }, "nmod":{ "p":0.8202247191, "r":0.8210633947, "f":0.8206438426 }, "nummod":{ "p":0.912568306, "r":0.9076086957, "f":0.9100817439 }, "det":{ "p":0.9760809568, "r":0.9751838235, "f":0.9756321839 }, "nsubj":{ "p":0.8664047151, "r":0.8513513514, "f":0.858812074 }, "aux":{ "p":0.9493087558, "r":0.9493087558, "f":0.9493087558 }, "advmod":{ "p":0.8139013453, "r":0.8325688073, "f":0.8231292517 }, "obj":{ "p":0.8613138686, "r":0.885, "f":0.8729963009 }, "cc":{ "p":0.9065420561, "r":0.8926380368, "f":0.8995363215 }, "conj":{ "p":0.7012987013, "r":0.7297297297, "f":0.7152317881 }, "det:predet":{ "p":0.9, "r":1.0, "f":0.9473684211 }, "amod":{ "p":0.9221374046, "r":0.9055472264, "f":0.9137670197 }, "mark":{ "p":0.9265306122, "r":0.9380165289, "f":0.932238193 }, "cop":{ "p":0.828358209, "r":0.880952381, "f":0.8538461538 }, 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"expl:impers":{ "p":0.6666666667, "r":1.0, "f":0.8 }, "csubj":{ "p":0.625, "r":0.3846153846, "f":0.4761904762 }, "compound":{ "p":0.5862068966, "r":0.6538461538, "f":0.6181818182 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 }, "fixed":{ "p":0.7333333333, "r":0.7857142857, "f":0.7586206897 }, "expl:pass":{ "p":0.6923076923, "r":0.8181818182, "f":0.75 }, "vocative":{ "p":0.25, "r":0.3333333333, "f":0.2857142857 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "flat:foreign":{ "p":0.3333333333, "r":0.3333333333, "f":0.3333333333 } }, "lemma_acc":0.972232207, "ents_p":0.8742779079, "ents_r":0.8732213169, "ents_f":0.873749293, "ents_per_type":{ "LOC":{ "p":0.8831085177, "r":0.9129259694, "f":0.8977697315 }, "PER":{ "p":0.9104382357, "r":0.9125088842, "f":0.9114723839 }, "MISC":{ "p":0.7848994296, "r":0.7184666117, "f":0.750215208 }, "ORG":{ "p":0.8381488737, "r":0.7737341772, "f":0.8046544429 } }, "speed":9628.8129127039 }, "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":[ ] }