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it_core_news_md
spacy/it_core_news_md
it_core_news_md is a token classification model from spacy. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as cc-by-nc-sa-3.0.
Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainablelemmatizer), senter, ner.
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-nc-sa-3.0
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Oct 10, 2023
- SHA
- 3bac37cd
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Model card
From the Hugging Face model README
Details: https://spacy.io/models/it#it_core_news_md
Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.
| Feature | Description |
|---|---|
| Name | it_core_news_md |
| Version | 3.7.0 |
| spaCy | >=3.7.0,<3.8.0 |
| Default Pipeline | tok2vec, morphologizer, tagger, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, morphologizer, tagger, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
| Sources | UD Italian ISDT v2.8 (Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria)<br />WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | CC BY-NC-SA 3.0 |
| Author | Explosion |
Label Scheme
<details> <summary>View label scheme (443 labels for 4 components)</summary>| Component | Labels |
|---|---|
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 |
ner | LOC, MISC, ORG, PER |
Accuracy
| Type | Score |
|---|---|
TOKEN_ACC | 99.93 |
TOKEN_P | 99.80 |
TOKEN_R | 99.78 |
TOKEN_F | 99.79 |
POS_ACC | 97.32 |
MORPH_ACC | 97.20 |
MORPH_MICRO_P | 98.63 |
MORPH_MICRO_R | 97.91 |
MORPH_MICRO_F | 98.27 |
TAG_ACC | 97.03 |
SENTS_P | 97.03 |
SENTS_R | 98.58 |
SENTS_F | 97.80 |
DEP_UAS | 91.21 |
DEP_LAS | 87.61 |
LEMMA_ACC | 97.19 |
ENTS_P | 87.65 |
ENTS_R | 87.68 |
ENTS_F | 87.67 |
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-nc-sa-3.0
- Languages
- it
- Created
- Mar 2, 2022
- Updated
- Oct 10, 2023