Word embeddings CLARIN.SI-embed.sl 1.0

  Authors

Ljubešić, Nikola and Erjavec, Tomaž

  Item identifier

http://hdl.handle.net/11356/1204

 Date issued

2018-11-26

 Type

lexicalConceptualResource, text

 Size

4560444 entries

 Language(s)

Slovenian

 Description

CLARIN.SI-embed.sl contains word embeddings induced from a large collection of Slovene texts composed of existing corpora of Slovene, e.g GigaFida, Janes, KAS, slWaC etc. The embeddings are based on the skip-gram model of fastText trained on 3,557,125,771 tokens of running text for (1) 2,466,596 lowercased surface forms (e.g., "slovenije") and (2) 2,093,848 lowercased lemmas with added part-of-speech information (e.g., "slovenija#Np").

 Publisher

Jožef Stefan Institute

 Acknowledgement

Jožef Stefan Institute CLARIN "CLARIN.SI"

ARRS (Slovenian Research Agency) P2-103 "Knowledge Technologies"

Jožef Stefan Institute CLARIN "CLARIN.SI"

 Subject(s)

word embeddings lemmatisation part-of-speech tagging

 Collection(s)

CLARIN.SI data & tools

 

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http://hdl.handle.net/11356/1791

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