Word embeddings CLARIN.SI-embed.sl 2.0

Name: Word embeddings CLARIN.SI-embed.sl 2.0
License: https://creativecommons.org/licenses/by-sa/4.0/
Keywords: word embeddings

Terčon, Luka; Ljubešić, Nikola; Erjavec, Tomaž

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dc.contributor.author	Terčon, Luka
dc.contributor.author	Ljubešić, Nikola
dc.contributor.author	Erjavec, Tomaž
dc.date.accessioned	2023-04-14T13:19:44Z
dc.date.available	2023-04-14T13:19:44Z
dc.date.issued	2023-04-11
dc.identifier.uri	http://hdl.handle.net/11356/1791
dc.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, 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).
dc.language.iso	slv
dc.publisher	Jožef Stefan Institute
dc.relation.replaces	http://hdl.handle.net/11356/1204
dc.rights	Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
dc.rights.uri	https://creativecommons.org/licenses/by-sa/4.0/
dc.rights.label	PUB
dc.subject	word embeddings
dc.title	Word embeddings CLARIN.SI-embed.sl 2.0
dc.type	lexicalConceptualResource
metashare.ResourceInfo#ContentInfo.detailedType	computationalLexicon
metashare.ResourceInfo#ContentInfo.mediaType	text
has.files	yes
branding	CLARIN.SI data & tools
contact.person	Nikola Ljubešić nikola.ljubesic@ijs.si Jožef Stefan Institute
contact.person	Luka Terčon luka.tercon@gmail.com Faculty of Computer and Information Science, University of Ljubljana
sponsor	Jožef Stefan Institute CLARIN CLARIN.SI nationalFunds
sponsor	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 Other
sponsor	Ministry of Culture C3340-20-278001 Development of Slovene in a Digital Environment Other
sponsor	ARRS (Slovenian Research Agency) J7-4642 MEZZANINE nationalFunds
sponsor	ARRS (Slovenian Research Agency) P6-0411 Language Resources and Technologies for Slovene nationalFunds
size.info	3471054 entries
files.count	2
files.size	4531095604