KGR10 FastText Polish word embeddings
- Authors
- Kocoń, Jan
- Date issued
- 2018-09-28
- Type
- languageDescription
- Language(s)
- Polish
- Description
- Distributional language model (both textual and binary) for Polish (word embeddings) trained on KGR10 corpus (over 4 billion of words) using Fasttext with the following variants (all possible combinations): - dimension: 100, 300 - method: skipgram, cbow - tool: FastText, Magnitude - source text: plain, plain.lower, plain.lemma, plain.lemma.lower The link below leads to the NextCloud directory with all variants of embeddings. If you use it, please cite the following article: @article{kocon2018embeddings, author = {Koco\'{n}, Jan and Gawor, Micha{\l}}, title = {Evaluating {KGR10} {P}olish word embeddings in the recognition of temporal expressions using {BiLSTM-CRF}}, journal = {Schedae Informaticae}, volume = {27}, year = {2018}, url = {http://www.ejournals.eu/Schedae-Informaticae/2018/Volume-27/art/13931/}, doi = {10.4467/20838476SI.18.008.10413} }
- Acknowledgement
-
Ministry of Science and Higher Education (Poland)
Project code: N/A
Project name: CLARIN-PL
- Subject(s)
- Polish embeddings word embeddings KGR10 Fasttext skipgram cbow
- Collection(s)
-
