Details: https://spacy.io/models/da#da_core_news_md
File checksum:
8b29662411135f1bb2bb3c3b05b7b9c9b4bd437281efa36406bdc922f32bd51a
Danish multi-task CNN trained on UD Danish DDT and DaNE. Assigns token vectors, POS tags, dependency parses and named entities. Word vectors trained using FastText CBOW on Wikipedia and OSCAR (Common Crawl).
| Feature | Description |
|---|---|
| Name | da_core_news_md
|
| Version | 2.3.0
|
| spaCy | >=2.3.0,<2.4.0
|
| Model size | 46 MB |
| Pipeline | tagger, parser, ner
|
| Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
| Sources | UD Danish DDT v2.5 (Johannsen, Anders; Martínez Alonso, Héctor; Plank, Barbara) DaNE (Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders Søgaard) OSCAR (Common Crawl) Wikipedia (20200201) |
| License | CC BY-SA 4.0
|
| Author | Explosion |
Label Scheme
| Component | Labels |
|---|---|
tagger
| ADJ__Case=Gen|Definite=Def|Degree=Pos|Number=Sing, ADJ__Case=Gen|Degree=Cmp, ADJ__Case=Gen|Degree=Pos|Number=Plur, ADJ__Definite=Def|Degree=Abs, ADJ__Definite=Def|Degree=Pos|Number=Sing, ADJ__Definite=Def|Degree=Sup, ADJ__Definite=Def|Degree=Sup|Number=Plur, ADJ__Definite=Def|Degree=Sup|Number=Sing, ADJ__Definite=Ind|Degree=Cmp|Number=Sing, ADJ__Definite=Ind|Degree=Pos|Gender=Com|Number=Sing, ADJ__Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing, ADJ__Definite=Ind|Degree=Pos|Number=Sing, ADJ__Definite=Ind|Degree=Sup|Number=Sing, ADJ__Degree=Cmp, ADJ__Degree=Cmp|Number=Plur, ADJ__Degree=Pos, ADJ__Degree=Pos|Gender=Com|Number=Sing, ADJ__Degree=Pos|Gender=Neut|Number=Sing, ADJ__Degree=Pos|Number=Plur, ADJ__Degree=Pos|Number=Sing, ADJ__Degree=Sup, ADJ__Degree=Sup|Number=Plur, ADJ__NumType=Ord, ADP, ADP__AdpType=Prep, ADP__PartType=Inf, ADV, ADV__Degree=Abs, ADV__Degree=Cmp, ADV__Degree=Pos, ADV__Degree=Sup, ADV__PartType=Inf, AUX__Definite=Ind|Number=Sing|Tense=Past|VerbForm=Part, AUX__Mood=Imp, AUX__Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act, AUX__Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act, AUX__Tense=Pres|VerbForm=Part, AUX__VerbForm=Inf|Voice=Act, CCONJ, DET__Case=Gen|Gender=Com|Number=Sing|PronType=Dem, DET__Case=Gen|Gender=Com|Number=Sing|PronType=Ind, DET__Case=Gen|Number=Plur|PronType=Ind, DET__Gender=Com|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form, DET__Gender=Com|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, DET__Gender=Com|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, DET__Gender=Com|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, DET__Gender=Com|Number=Sing|PronType=Dem, DET__Gender=Com|Number=Sing|PronType=Ind, DET__Gender=Neut|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form, DET__Gender=Neut|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, DET__Gender=Neut|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, DET__Gender=Neut|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, DET__Gender=Neut|Number=Sing|PronType=Dem, DET__Gender=Neut|Number=Sing|PronType=Ind, DET__Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form, DET__Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, DET__Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, DET__Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, DET__Number=Plur|PronType=Dem, DET__Number=Plur|PronType=Ind, DET__Number=Plur|PronType=Ind|Style=Arch, DET__Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, DET__Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs, DET__Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs, DET__Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, DET__Person=2|Polite=Form|Poss=Yes|PronType=Prs, DET__PronType=Dem, INTJ, NOUN, NOUN__Case=Gen, NOUN__Case=Gen|Definite=Def|Gender=Com|Number=Plur, NOUN__Case=Gen|Definite=Def|Gender=Com|Number=Sing, NOUN__Case=Gen|Definite=Def|Gender=Neut|Number=Plur, NOUN__Case=Gen|Definite=Def|Gender=Neut|Number=Sing, NOUN__Case=Gen|Definite=Ind|Gender=Com|Number=Plur, NOUN__Case=Gen|Definite=Ind|Gender=Com|Number=Sing, NOUN__Case=Gen|Definite=Ind|Gender=Neut|Number=Plur, NOUN__Case=Gen|Definite=Ind|Gender=Neut|Number=Sing, NOUN__Definite=Def|Gender=Com|Number=Plur, NOUN__Definite=Def|Gender=Com|Number=Sing, NOUN__Definite=Def|Gender=Neut|Number=Plur, NOUN__Definite=Def|Gender=Neut|Number=Sing, NOUN__Definite=Def|Number=Plur, NOUN__Definite=Ind, NOUN__Definite=Ind|Gender=Com|Number=Plur, NOUN__Definite=Ind|Gender=Com|Number=Sing, NOUN__Definite=Ind|Gender=Neut|Number=Plur, NOUN__Definite=Ind|Gender=Neut|Number=Sing, NOUN__Definite=Ind|Number=Plur, NOUN__Definite=Ind|Number=Sing, NOUN__Gender=Com|Number=Plur, NUM__NumType=Card, PART__PartType=Inf, PRON__Case=Acc|Gender=Com|Number=Plur|Person=1|PronType=Prs, PRON__Case=Acc|Gender=Com|Number=Plur|Person=2|PronType=Prs, PRON__Case=Acc|Gender=Com|Number=Sing|Person=1|PronType=Prs, PRON__Case=Acc|Gender=Com|Number=Sing|Person=2|PronType=Prs, PRON__Case=Acc|Gender=Com|Number=Sing|Person=3|PronType=Prs, PRON__Case=Acc|Gender=Com|Person=2|Polite=Form|PronType=Prs, PRON__Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs, PRON__Case=Acc|Number=Plur|Person=3|PronType=Prs, PRON__Case=Acc|Person=3|PronType=Prs|Reflex=Yes, PRON__Case=Gen|PronType=Int,Rel, PRON__Case=Nom|Gender=Com|Number=Plur|Person=1|PronType=Prs, PRON__Case=Nom|Gender=Com|Number=Plur|Person=2|PronType=Prs, PRON__Case=Nom|Gender=Com|Number=Sing|Person=1|PronType=Prs, PRON__Case=Nom|Gender=Com|Number=Sing|Person=2|PronType=Prs, PRON__Case=Nom|Gender=Com|Number=Sing|Person=3|PronType=Prs, PRON__Case=Nom|Gender=Com|Person=2|Polite=Form|PronType=Prs, PRON__Case=Nom|Gender=Com|PronType=Ind, PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs, PRON__Gender=Com|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, PRON__Gender=Com|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, PRON__Gender=Com|Number=Sing|PronType=Dem, PRON__Gender=Com|Number=Sing|PronType=Ind, PRON__Gender=Com|Number=Sing|PronType=Int,Rel, PRON__Gender=Com|PronType=Int,Rel, PRON__Gender=Neut|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, PRON__Gender=Neut|Number=Sing|PronType=Dem, PRON__Gender=Neut|Number=Sing|PronType=Ind, PRON__Gender=Neut|Number=Sing|PronType=Int,Rel, PRON__Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form, PRON__Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, PRON__Number=Plur|PronType=Dem, PRON__Number=Plur|PronType=Ind, PRON__Number=Plur|PronType=Int,Rel, PRON__Number=Plur|PronType=Rcp, PRON__Number=Sing|PronType=Int,Rel, PRON__Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs, PRON__Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PRON__PartType=Inf, PRON__Person=2|Polite=Form|Poss=Yes|PronType=Prs, PRON__PronType=Dem, PROPN, PROPN__Case=Gen, PUNCT, SCONJ, SYM, VERB__Case=Gen|Number=Plur|Tense=Past|VerbForm=Part, VERB__Definite=Def|Gender=Com|Number=Sing|Tense=Past|VerbForm=Part, VERB__Definite=Def|Number=Sing|Tense=Past|VerbForm=Part, VERB__Definite=Ind|Number=Sing|Tense=Past|VerbForm=Part, VERB__Mood=Imp, VERB__Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act, VERB__Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Pass, VERB__Number=Plur|Tense=Past|VerbForm=Part, VERB__Tense=Past|VerbForm=Part, VERB__Tense=Pres, VERB__Tense=Pres|VerbForm=Part, VERB__VerbForm=Ger, VERB__VerbForm=Inf|Voice=Act, VERB__VerbForm=Inf|Voice=Pass, X, X__Abbr=Yes, X__Foreign=Yes, _SP
|
parser
| ROOT, acl:relcl, advcl, advmod, amod, appos, aux, case, cc, ccomp, compound:prt, conj, cop, dep, det, expl, fixed, flat, iobj, list, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, obl:loc, obl:tmod, punct, xcomp
|
ner
| LOC, MISC, ORG, PER
|
Accuracy
| Type | Score |
|---|---|
LAS
| 78.98 |
UAS
| 82.71 |
TOKEN_ACC
| 99.78 |
TAGS_ACC
| 94.13 |
ENTS_F
| 81.45 |
ENTS_P
| 81.03 |
ENTS_R
| 81.88 |
Installation
pip install spacy
python -m spacy download da_core_news_md