{ "lang": "it", "name": "core_news_md", "version": "3.8.0", "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": ">=3.8.0,<3.9.0", "spacy_git_version": "5010fcbd3", "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", "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": 0.9740709118, "morph_acc": 0.9718189582, "morph_micro_p": 0.9869342739, "morph_micro_r": 0.9803592578, "morph_micro_f": 0.9836357785, "morph_per_feat": { "Gender": { "p": 0.9905505341, "r": 0.9844834626, "f": 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"MISC": { "p": 0.7811988696, "r": 0.7216268206, "f": 0.7502321263 }, "ORG": { "p": 0.8217164533, "r": 0.7834538879, "f": 0.8021291368 } }, "speed": 10380.1499825764 }, "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": [], "size": "40 MB", "checksum": "b595c8b89bf668dd803ec32fd8ce308f21fdee5b7614f34ac6ed33892c5acb4d", "checksum_whl": "a731d2d8e7c5a7093ac42f88774ea2a2ad3d5809959eedee65632b3533f804ec" }