Instructions to use spacy/it_core_news_md with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- spaCy
How to use spacy/it_core_news_md with spaCy:
!pip install https://huggingface.co/spacy/it_core_news_md/resolve/main/it_core_news_md-any-py3-none-any.whl # Using spacy.load(). import spacy nlp = spacy.load("it_core_news_md") # Importing as module. import it_core_news_md nlp = it_core_news_md.load() - Notebooks
- Google Colab
- Kaggle
| { | |
| "lang":"it", | |
| "name":"core_news_md", | |
| "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":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":0.9731721566, | |
| "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":9446.3343566799 | |
| }, | |
| "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":[ | |
| ] | |
| } |