Word embeddings CLARIN.SI-embed.sl 2.0

  Avtorji

Terčon, Luka ; Ljubešić, Nikola and Erjavec, Tomaž

  Identifikator vnosa

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

 Datum objave

2023-04-11

 Vrsta

lexicalConceptualResource, text

 Velikost

3471054 entries

 Jezik(i)

Slovenian

 Opis

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, MaCoCu-sl, etc. The embeddings are based on the skip-gram model of fastText trained on 5,791,405,942 tokens of running text for 3,471,054 lowercased surface forms. The difference to the previous version of the embeddings is that this version was trained on the original dataset expanded with the MaCoCu-sl web crawl corpus (http://hdl.handle.net/11356/1517).

 Izdajatelj

Jožef Stefan Institute

 Zahvala

Jožef Stefan Institute CLARIN "CLARIN.SI"

Connecting Europe Facility (CEF) Telecom INEA/CEF/ICT/A2020/2278341 "MaCoCu - Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages"

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

ARRS (Slovenian Research Agency) J7-4642 "MEZZANINE"

ARRS (Slovenian Research Agency) P6-0411 "Language Resources and Technologies for Slovene"

 Ključne besede

word embeddings

 Zbirke

CLARIN.SI data & tools

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