Details: https://spacy.io/models/el#el_core_news_md
File checksum:
e0daba0103a024c358be699525354cc388e95199b2fb3e6115c0d952ff421d9c
Greek pipeline with word vectors, POS tags, dependencies and named entities. Syntax (dependencies and POS tags) trained from the Universal Dependencies conversion of the Greek Dependency Treebank. Named entity annotations were created by Giannis Daras using Prodigy, using the OntoNotes 5 annotation schema. Word vectors trained using FastText CBOW on Wikipedia and OSCAR (Common Crawl).
| Feature | Description |
|---|---|
| Name | el_core_news_md
|
| Version | 2.3.0
|
| spaCy | >=2.3.0,<2.4.0
|
| Model size | 42 MB |
| Pipeline | tagger, parser, ner
|
| Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
| Sources | UD Greek GDT v2.5 (Prokopidis, Prokopis) Greek NER Corpus (Google Summer of Code 2018) (Giannis Daras) OSCAR (Common Crawl) Wikipedia (20200301) |
| License | CC BY-NC-SA 3.0
|
| Author | Explosion and Giannis Daras |
Label Scheme
| Component | Labels |
|---|---|
tagger
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ADJ__Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur, ADJ__Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing, ADJ__Case=Gen|Degree=Sup|Gender=Fem|Number=Sing, ADJ__Case=Gen|Degree=Sup|Gender=Masc|Number=Plur, ADJ__Case=Gen|Gender=Fem|Number=Plur, ADJ__Case=Gen|Gender=Fem|Number=Sing, ADJ__Case=Gen|Gender=Masc|Number=Plur, ADJ__Case=Gen|Gender=Masc|Number=Sing, ADJ__Case=Gen|Gender=Neut|Number=Plur, ADJ__Case=Gen|Gender=Neut|Number=Sing, ADJ__Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur, ADJ__Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing, ADJ__Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur, ADJ__Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing, ADJ__Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur, ADJ__Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing, ADJ__Case=Nom|Degree=Sup|Gender=Fem|Number=Plur, ADJ__Case=Nom|Degree=Sup|Gender=Fem|Number=Sing, ADJ__Case=Nom|Degree=Sup|Gender=Masc|Number=Plur, ADJ__Case=Nom|Degree=Sup|Gender=Neut|Number=Plur, ADJ__Case=Nom|Degree=Sup|Gender=Neut|Number=Sing, 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AUX__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, AUX__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, AUX__Aspect=Imp|VerbForm=Conv|Voice=Act, AUX__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, AUX__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, AUX__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, AsPpSp_AtDf__Case=Acc|Gender=Fem|Number=Plur, AsPpSp_AtDf__Case=Acc|Gender=Fem|Number=Sing, AsPpSp_AtDf__Case=Acc|Gender=Masc|Number=Plur, AsPpSp_AtDf__Case=Acc|Gender=Masc|Number=Sing, AsPpSp_AtDf__Case=Acc|Gender=Neut|Number=Plur, AsPpSp_AtDf__Case=Acc|Gender=Neut|Number=Sing, CCONJ, DET__Case=Acc|Definite=Def|Gender=Fem|Number=Plur|PronType=Art, DET__Case=Acc|Definite=Def|Gender=Fem|Number=Sing|PronType=Art, DET__Case=Acc|Definite=Def|Gender=Masc|Number=Plur|PronType=Art, DET__Case=Acc|Definite=Def|Gender=Masc|Number=Sing|PronType=Art, DET__Case=Acc|Definite=Def|Gender=Neut|Number=Plur|PronType=Art, DET__Case=Acc|Definite=Def|Gender=Neut|Number=Sing|PronType=Art, DET__Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|PronType=Art, DET__Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|PronType=Art, DET__Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|PronType=Art, DET__Case=Dat|Definite=Def|Gender=Fem|Number=Sing|PronType=Art, DET__Case=Dat|Definite=Def|Gender=Neut|Number=Sing|PronType=Art, 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DET__Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|PronType=Art, DET__Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|PronType=Art, DET__Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|PronType=Art, NOUN, NOUN__Abbr=Yes, NOUN__Case=Acc|Gender=Fem|Number=Plur, NOUN__Case=Acc|Gender=Fem|Number=Sing, NOUN__Case=Acc|Gender=Masc|Number=Plur, NOUN__Case=Acc|Gender=Masc|Number=Sing, NOUN__Case=Acc|Gender=Neut|Number=Plur, NOUN__Case=Acc|Gender=Neut|Number=Sing, NOUN__Case=Dat|Gender=Fem|Number=Sing, NOUN__Case=Dat|Gender=Masc|Number=Sing, NOUN__Case=Dat|Gender=Neut|Number=Sing, NOUN__Case=Gen|Gender=Fem|Number=Plur, NOUN__Case=Gen|Gender=Fem|Number=Sing, NOUN__Case=Gen|Gender=Masc|Number=Plur, NOUN__Case=Gen|Gender=Masc|Number=Sing, NOUN__Case=Gen|Gender=Neut|Number=Plur, NOUN__Case=Gen|Gender=Neut|Number=Sing, NOUN__Case=Nom|Gender=Fem|Number=Plur, NOUN__Case=Nom|Gender=Fem|Number=Sing, NOUN__Case=Nom|Gender=Masc|Number=Plur, NOUN__Case=Nom|Gender=Masc|Number=Sing, NOUN__Case=Nom|Gender=Neut|Number=Plur, NOUN__Case=Nom|Gender=Neut|Number=Sing, NOUN__Case=Voc|Gender=Fem|Number=Plur, NOUN__Case=Voc|Gender=Fem|Number=Sing, NOUN__Case=Voc|Gender=Masc|Number=Plur, NOUN__Case=Voc|Gender=Masc|Number=Sing, NUM__Case=Acc|Gender=Fem|Number=Plur|NumType=Card, NUM__Case=Acc|Gender=Fem|Number=Plur|NumType=Ord, NUM__Case=Acc|Gender=Fem|Number=Plur|NumType=Sets, NUM__Case=Acc|Gender=Fem|Number=Sing|NumType=Card, NUM__Case=Acc|Gender=Fem|Number=Sing|NumType=Ord, NUM__Case=Acc|Gender=Masc|Number=Plur|NumType=Card, NUM__Case=Acc|Gender=Masc|Number=Sing|NumType=Card, NUM__Case=Acc|Gender=Masc|Number=Sing|NumType=Mult, NUM__Case=Acc|Gender=Masc|Number=Sing|NumType=Ord, NUM__Case=Acc|Gender=Neut|Number=Plur|NumType=Card, NUM__Case=Acc|Gender=Neut|Number=Plur|NumType=Ord, NUM__Case=Acc|Gender=Neut|Number=Sing|NumType=Card, NUM__Case=Acc|Gender=Neut|Number=Sing|NumType=Mult, NUM__Case=Acc|Gender=Neut|Number=Sing|NumType=Ord, 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PRON__Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Ind,Rel, PRON__Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Prs, PRON__Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Rel, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=1|PronType=Prs, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Dem, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Ind, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Ind,Rel, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Int, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PRON__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Rel, PRON__Case=Acc|Gender=Neut|Number=Plur|Person=3|PronType=Dem, PRON__Case=Acc|Gender=Neut|Number=Plur|Person=3|PronType=Ind, PRON__Case=Acc|Gender=Neut|Number=Plur|Person=3|PronType=Ind,Rel, PRON__Case=Acc|Gender=Neut|Number=Plur|Person=3|PronType=Prs, PRON__Case=Acc|Gender=Neut|Number=Plur|Person=3|PronType=Rel, 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PRON__Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Ind, PRON__Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Int, PRON__Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PRON__Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Rel, PRON__Case=Gen|Gender=Neut|Number=Plur|Person=3|Poss=Yes|PronType=Prs, PRON__Case=Gen|Gender=Neut|Number=Plur|Person=3|PronType=Dem, PRON__Case=Gen|Gender=Neut|Number=Plur|Person=3|PronType=Ind, PRON__Case=Gen|Gender=Neut|Number=Plur|Person=3|PronType=Ind,Rel, PRON__Case=Gen|Gender=Neut|Number=Plur|Person=3|PronType=Rel, PRON__Case=Gen|Gender=Neut|Number=Sing|Person=3|Poss=Yes|PronType=Prs, PRON__Case=Gen|Gender=Neut|Number=Sing|Person=3|PronType=Dem, PRON__Case=Gen|Gender=Neut|Number=Sing|Person=3|PronType=Ind, PRON__Case=Gen|Gender=Neut|Number=Sing|Person=3|PronType=Prs, PRON__Case=Gen|Gender=Neut|Number=Sing|Person=3|PronType=Rel, PRON__Case=Nom|Gender=Fem|Number=Plur|Person=3|PronType=Dem, 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PRON__Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Ind, PRON__Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Ind,Rel, PRON__Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Int, PRON__Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Rel, PRON__Case=Nom|Gender=Neut|Number=Plur|Person=3|PronType=Dem, PRON__Case=Nom|Gender=Neut|Number=Plur|Person=3|PronType=Ind, PRON__Case=Nom|Gender=Neut|Number=Plur|Person=3|PronType=Rel, PRON__Case=Nom|Gender=Neut|Number=Sing|Person=3|PronType=Dem, PRON__Case=Nom|Gender=Neut|Number=Sing|Person=3|PronType=Ind, PRON__Case=Nom|Gender=Neut|Number=Sing|Person=3|PronType=Ind,Rel, PRON__Case=Nom|Gender=Neut|Number=Sing|Person=3|PronType=Int, PRON__Case=Nom|Gender=Neut|Number=Sing|Person=3|PronType=Rel, PROPN__Case=Acc|Gender=Fem|Number=Plur, PROPN__Case=Acc|Gender=Fem|Number=Sing, PROPN__Case=Acc|Gender=Masc|Number=Plur, PROPN__Case=Acc|Gender=Masc|Number=Sing, PROPN__Case=Acc|Gender=Neut|Number=Plur, PROPN__Case=Acc|Gender=Neut|Number=Sing, PROPN__Case=Gen|Gender=Fem|Number=Plur, PROPN__Case=Gen|Gender=Fem|Number=Sing, PROPN__Case=Gen|Gender=Masc|Number=Plur, PROPN__Case=Gen|Gender=Masc|Number=Sing, PROPN__Case=Gen|Gender=Neut|Number=Plur, PROPN__Case=Gen|Gender=Neut|Number=Sing, PROPN__Case=Nom|Gender=Fem|Number=Plur, PROPN__Case=Nom|Gender=Fem|Number=Sing, PROPN__Case=Nom|Gender=Masc|Number=Plur, PROPN__Case=Nom|Gender=Masc|Number=Sing, PROPN__Case=Nom|Gender=Neut|Number=Plur, PROPN__Case=Nom|Gender=Neut|Number=Sing, PUNCT, SCONJ, SYM, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, VERB__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, VERB__Aspect=Imp|VerbForm=Conv|Voice=Act, VERB__Aspect=Perf|Case=Acc|Gender=Fem|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Acc|Gender=Neut|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Gen|Gender=Fem|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|VerbForm=Part|Voice=Pass, VERB__Aspect=Perf|Mood=Imp|Number=Plur|Person=2|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=1|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=1|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|VerbForm=Fin|Voice=Act, VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|VerbForm=Fin|Voice=Pass, VERB__Aspect=Perf|VerbForm=Inf|Voice=Act, VERB__Aspect=Perf|VerbForm=Inf|Voice=Pass, X__Foreign=Yes, _SP
|
parser
| ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, case, cc, ccomp, conj, cop, csubj, csubj:pass, dep, det, fixed, flat, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, parataxis, punct, vocative, xcomp
|
ner
| EVENT, GPE, LOC, ORG, PERSON, PRODUCT
|
Accuracy
| Type | Score |
|---|---|
LAS
| 84.88 |
UAS
| 88.52 |
TOKEN_ACC
| 99.90 |
TAGS_ACC
| 90.77 |
ENTS_F
| 78.76 |
ENTS_P
| 77.33 |
ENTS_R
| 80.25 |
Installation
pip install spacy
python -m spacy download el_core_news_md