Details: https://spacy.io/models/it#it_core_news_sm
File checksum:
bae53c2b6cb27766583e1b9b06d149c17893c05ab887b63d3b12448a14e67eb0
Italian multi-task CNN trained on UD Italian ISDT and WikiNER. Assigns context-specific token vectors, POS tags, dependency parses and named entities.
| Feature | Description |
|---|---|
| Name | it_core_news_sm
|
| Version | 2.3.0
|
| spaCy | >=2.3.0,<2.4.0
|
| Model size | 13 MB |
| Pipeline | tagger, parser, ner
|
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | UD Italian ISDT v2.5 (Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria) WikiNER OSCAR (Common Crawl) Wikipedia |
| License | CC BY-NC-SA 3.0
|
| Author | Explosion |
Label Scheme
| Component | Labels |
|---|---|
tagger
| A, AP__Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs, AP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs, AP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs, AP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs, AP__Gender=Masc|Poss=Yes|PronType=Prs, AP__Number=Sing|Poss=Yes|PronType=Prs, AP__Poss=Yes|PronType=Prs, A__Degree=Abs|Gender=Fem|Number=Plur, A__Degree=Abs|Gender=Fem|Number=Sing, A__Degree=Abs|Gender=Masc|Number=Plur, A__Degree=Abs|Gender=Masc|Number=Sing, A__Degree=Cmp, A__Degree=Cmp|Number=Plur, A__Degree=Cmp|Number=Sing, A__Gender=Fem, A__Gender=Fem|Number=Plur, A__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part, A__Gender=Fem|Number=Sing, A__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs, A__Gender=Masc, A__Gender=Masc|Number=Plur, A__Gender=Masc|Number=Sing, A__Number=Plur, A__Number=Sing, B, BN__PronType=Neg, B_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs, B_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs, B_PC__Clitic=Yes|PronType=Prs, B__Degree=Abs, B__Degree=Abs|Gender=Masc|Number=Sing, CC, CS, CS__PronType=Rel, DD__Gender=Fem|Number=Plur|PronType=Dem, DD__Gender=Fem|Number=Sing|PronType=Dem, DD__Gender=Masc|Number=Plur|PronType=Dem, DD__Gender=Masc|Number=Sing|PronType=Dem, DD__Gender=Masc|PronType=Dem, DD__Number=Plur|PronType=Dem, DD__Number=Sing|PronType=Dem, DE__PronType=Exc, DI__Definite=Def|Gender=Fem|Number=Plur|PronType=Art, DI__Gender=Fem|Number=Plur, DI__Gender=Fem|Number=Plur|PronType=Ind, DI__Gender=Fem|Number=Sing|PronType=Ind, DI__Gender=Masc|Number=Plur, DI__Gender=Masc|Number=Plur|PronType=Ind, DI__Gender=Masc|Number=Sing|PronType=Ind, DI__Number=Sing|PronType=Art, DI__Number=Sing|PronType=Ind, DI__PronType=Ind, DQ, DQ__Gender=Fem|Number=Plur|PronType=Int, DQ__Gender=Fem|Number=Sing|PronType=Int, DQ__Gender=Masc|Number=Plur|PronType=Int, DQ__Gender=Masc|Number=Sing|PronType=Int, DQ__Number=Plur|PronType=Int, DQ__Number=Sing|PronType=Int, DQ__PronType=Int, DR__Number=Plur|PronType=Rel, DR__PronType=Rel, E, E_RD__Definite=Def|Gender=Fem|Number=Plur|PronType=Art, E_RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art, E_RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art, E_RD__Definite=Def|Gender=Masc|Number=Sing|PronType=Art, E_RD__Definite=Def|Number=Plur|PronType=Art, E_RD__Definite=Def|Number=Sing|PronType=Art, E__Gender=Masc|Number=Sing, FB, FC, FF, FS, I, I__Polarity=Neg, I__Polarity=Pos, N, NO, NO__Gender=Fem|Number=Plur|NumType=Ord, NO__Gender=Fem|Number=Sing|NumType=Ord, NO__Gender=Masc|Number=Plur, NO__Gender=Masc|Number=Plur|NumType=Ord, NO__Gender=Masc|Number=Sing|NumType=Ord, NO__NumType=Ord, NO__Number=Sing|NumType=Ord, N__Gender=Masc|Number=Sing, N__NumType=Card, N__NumType=Ord, N__NumType=Range, PART, PC_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs, PC_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs, PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PC_PC__Clitic=Yes|Person=3|PronType=Prs, PC__Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|PronType=Art, PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs, PC__Clitic=Yes|Gender=Fem|Number=Plur|PronType=Prs, PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs, PC__Clitic=Yes|Gender=Fem|Person=3|PronType=Prs, PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs, PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PC__Clitic=Yes|Gender=Masc|Number=Sing|PronType=Prs, PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs, PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs, PC__Clitic=Yes|Number=Plur|Person=3|PronType=Prs, PC__Clitic=Yes|Number=Plur|PronType=Prs, PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs, PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs, PC__Clitic=Yes|Number=Sing|Person=3|PronType=Prs, PC__Clitic=Yes|Person=3|PronType=Prs, PC__Clitic=Yes|PronType=Prs, PD__Gender=Fem|Number=Plur|PronType=Dem, PD__Gender=Fem|Number=Sing|PronType=Dem, PD__Gender=Masc|Number=Plur|PronType=Dem, PD__Gender=Masc|Number=Sing|PronType=Dem, PD__Number=Plur|PronType=Dem, PD__Number=Sing|PronType=Dem, PD__PronType=Dem, PE__Gender=Fem|Number=Plur|Person=3|PronType=Prs, PE__Gender=Fem|Number=Sing|Person=3|PronType=Prs, PE__Gender=Masc|Number=Plur|Person=3|PronType=Prs, PE__Gender=Masc|Number=Sing|Person=3|PronType=Prs, PE__Number=Plur|Person=1|PronType=Prs, PE__Number=Plur|Person=2|PronType=Prs, PE__Number=Plur|Person=3|PronType=Prs, PE__Number=Sing|Person=1|PronType=Prs, PE__Number=Sing|Person=2|PronType=Prs, PE__Number=Sing|Person=3|PronType=Prs, PE__Person=3|PronType=Prs, PE__PronType=Prs, PI__Gender=Fem|Number=Plur|PronType=Ind, PI__Gender=Fem|Number=Sing|PronType=Ind, PI__Gender=Masc|Number=Plur|PronType=Ind, PI__Gender=Masc|Number=Sing, PI__Gender=Masc|Number=Sing|PronType=Ind, PI__Number=Plur|PronType=Ind, PI__Number=Sing|PronType=Ind, PI__PronType=Ind, PP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs, PP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs, PP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs, PP__Number=Plur|Poss=Yes|PronType=Prs, PP__Number=Sing|Poss=Yes|PronType=Prs, PQ__Gender=Fem|Number=Plur|PronType=Int, PQ__Gender=Fem|Number=Sing|PronType=Int, PQ__Gender=Masc|Number=Plur|PronType=Int, PQ__Gender=Masc|Number=Plur|PronType=Rel, PQ__Gender=Masc|Number=Sing|PronType=Int, PQ__Number=Plur|PronType=Int, PQ__Number=Sing|PronType=Int, PQ__PronType=Int, PR__Gender=Masc|Number=Plur|PronType=Rel, PR__Gender=Masc|Number=Sing|PronType=Rel, PR__Gender=Masc|PronType=Rel, PR__Number=Plur|PronType=Rel, PR__Number=Sing|PronType=Rel, PR__Person=3|PronType=Rel, PR__PronType=Rel, RD__Definite=Def, RD__Definite=Def|Gender=Fem, RD__Definite=Def|Gender=Fem|Number=Plur|PronType=Art, RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art, RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art, RD__Definite=Def|Gender=Masc|Number=Sing|PronType=Art, RD__Definite=Def|Number=Plur|PronType=Art, RD__Definite=Def|Number=Sing|PronType=Art, RD__Definite=Def|PronType=Art, RD__Gender=Fem|Number=Sing, RD__Gender=Masc|Number=Sing, RD__Number=Sing, RD__Number=Sing|PronType=Art, RI__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art, RI__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art, RI__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art, RI__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art, RI__Definite=Ind|Number=Sing|PronType=Art, RI__Definite=Ind|PronType=Art, S, SP, SP__Gender=Fem|Number=Plur, SP__NumType=Card, SW__Foreign=Yes, SW__Foreign=Yes|Gender=Masc, SW__Foreign=Yes|Number=Sing, SYM, S__Gender=Fem, S__Gender=Fem|Number=Plur, S__Gender=Fem|Number=Sing, S__Gender=Masc, S__Gender=Masc|Number=Plur, S__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part, S__Gender=Masc|Number=Sing, S__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part, S__Number=Plur, S__Number=Sing, Sw, T__Gender=Fem|Number=Plur|PronType=Tot, T__Gender=Fem|Number=Sing, T__Gender=Fem|Number=Sing|PronType=Tot, T__Gender=Masc|Number=Plur|PronType=Tot, T__Gender=Masc|Number=Sing|PronType=Tot, T__Number=Plur|PronType=Tot, T__PronType=Tot, VA_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, VA_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf, VA_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, VA_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger, VA_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf, VA_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf, VA_PC__Clitic=Yes|PronType=Prs|VerbForm=Inf, VA__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part, VA__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part, VA__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part, VA__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part, VA__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, VA__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, VA__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, VA__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, VA__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, VA__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, VA__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, VA__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, VA__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, VA__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin, VA__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, VA__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, VA__VerbForm=Ger, VA__VerbForm=Inf, VM_PC_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf, VM_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf, VM_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, VM_PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf, VM_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf, VM_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger, VM_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf, VM_PC__Clitic=Yes|PronType=Prs|VerbForm=Inf, VM__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part, VM__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part, VM__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, VM__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, VM__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, VM__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, VM__Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, VM__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, VM__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, VM__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, VM__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, VM__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, VM__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin, VM__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, VM__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, VM__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, VM__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, VM__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, VM__VerbForm=Ger, VM__VerbForm=Inf, V_B__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part, V_B__VerbForm=Ger, V_B__VerbForm=Inf, V_PC_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, V_PC_PC__Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|VerbForm=Inf, V_PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger, V_PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, V_PC_PC__Clitic=Yes|Mood=Imp|Number=Plur,Sing|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Inf, V_PC_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Gender=Fem|Person=3|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Gender=Fem|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part, V_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Mood=Imp|Number=Plur,Sing|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Imp|Number=Plur|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Imp|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Imp|Number=Sing|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Ind|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Ind|Number=Sing|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Ind|Number=Sing|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Mood=Sub|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, V_PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Number=Plur|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf, V_PC__Clitic=Yes|PronType=Prs|VerbForm=Ger, V_PC__Clitic=Yes|PronType=Prs|VerbForm=Inf, V__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Fin, V__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part, V__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part, V__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Fin, V__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part, V__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part, V__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, V__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, V__Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Imp|Number=Plur|Person=2, V__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, V__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, V__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Ind|Tense=Pres|VerbForm=Fin, V__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin, V__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, V__Mood=Sub|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin, V__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, V__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin, V__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, V__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, V__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, V__Mood=Sub|Number=Sing|Person=3|VerbForm=Fin, V__Number=Plur|Tense=Pres|VerbForm=Part, V__Number=Sing|Tense=Pres|VerbForm=Part, V__Tense=Past|VerbForm=Part, V__VerbForm=Ger, V__VerbForm=Inf, 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 |
|---|---|
LAS
| 86.00 |
UAS
| 89.85 |
TOKEN_ACC
| 99.80 |
TAGS_ACC
| 95.71 |
ENTS_F
| 86.57 |
ENTS_P
| 86.85 |
ENTS_R
| 86.29 |
Because the model is trained on Wikipedia, it may perform inconsistently on many genres, such as social media text. The NER accuracy refers to the "silver standard" annotations in the WikiNER corpus. Accuracy on these annotations tends to be higher than correct human annotations.
Installation
pip install spacy
python -m spacy download it_core_news_sm