Details: https://spacy.io/models/pl#pl_core_news_sm
File checksum:
513a5a5c8c0ee0166d5001352b8447c8a71cb5c9553c0e0d635fc7371dc5d598
Polish multi-task CNN trained on the National Corpus of Polish and UD Polish PDB. Assigns context-specific token vectors, POS tags, lemmas, dependency parses and named entities.
| Feature | Description |
|---|---|
| Name | pl_core_news_sm
|
| Version | 2.3.0
|
| spaCy | >=2.3.0,<2.4.0
|
| Model size | 46 MB |
| Pipeline | tagger, parser, ner
|
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | National Corpus of Polish (Mirosław Bańko, Rafał L. Górski, Barbara Lewandowska-Tomaszczyk, Marek Łaziński, Piotr Pęzik, Adam Przepiórkowski) UD Polish SZ v2.3 (Wróblewska, Alina; Zeman, Daniel; Mašek, Jan; Rosa, Rudolf) Morfeusz 2 Lemmas from the Grammatical Dictionary of Polish (SGJP) (Marcin Woliński, Zbigniew Bronk, Włodzimierz Gruszczyński, Witold Kieraś, Zygmunt Saloni, Danuta Skowrońska, Robert Wołosz) |
| License | GPL
|
| Author | Explosion and Ryszard Tuora |
Label Scheme
| Component | Labels |
|---|---|
tagger
| ADJ, ADJA, ADJC, ADJP, ADV, AGLT, BEDZIE, BREV, BURK, COMP, CONJ, DEPR, FIN, GER, IMPS, IMPT, INF, INTERJ, INTERP, NUM, NUMCOL, PACT, PANT, PCON, PPAS, PPRON12, PPRON3, PRAET, PRED, PREP, QUB, SIEBIE, SUBST, WINIEN, XXX, _SP
|
parser
| ROOT, acl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, conj, cop, dep, det, det:numgov, expl:pv, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:arg, punct, xcomp
|
ner
| date, geogName, orgName, persName, placeName, time
|
Accuracy
| Type | Score |
|---|---|
LAS
| 78.09 |
UAS
| 85.61 |
TOKEN_ACC
| 99.83 |
TAGS_ACC
| 98.03 |
ENTS_F
| 81.32 |
ENTS_P
| 81.90 |
ENTS_R
| 80.75 |
Installation
pip install spacy
python -m spacy download pl_core_news_sm