NorBench – A Benchmark for Norwegian Language Models

dc.date.accessioned	2024-02-06T18:10:40Z
dc.date.available	2024-02-06T18:10:40Z
dc.date.created	2023-06-13T16:09:57Z
dc.date.issued	2023
dc.identifier.citation	Samuel, David Kutuzov, Andrei Touileb, Samia Velldal, Erik Øvrelid, Lilja Rønningstad, Egil Sigdel, Elina Palatkina, Anna . NorBench – A Benchmark for Norwegian Language Models. Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). 2023 University of Tartu
dc.identifier.uri	http://hdl.handle.net/10852/107607
dc.description.abstract	We present NorBench: a streamlined suite of NLP tasks and probes for evaluating Norwegian language models (LMs) on standardized data splits and evaluation metrics. We also introduce a range of new Norwegian language models (both encoder and encoder-decoder based). Finally, we compare and analyze their performance, along with other existing LMs, across the different benchmark tests of NorBench.
dc.language	EN
dc.publisher	University of Tartu
dc.relation.ispartof	NEALT Proceedings Series
dc.relation.ispartofseries	NEALT Proceedings Series
dc.rights	Attribution 4.0 International
dc.rights.uri	https://creativecommons.org/licenses/by/4.0/
dc.title	NorBench – A Benchmark for Norwegian Language Models
dc.title.alternative	ENEngelskEnglishNorBench – A Benchmark for Norwegian Language Models
dc.type	Chapter
dc.creator.author	Samuel, David
dc.creator.author	Kutuzov, Andrei
dc.creator.author	Touileb, Samia
dc.creator.author	Velldal, Erik
dc.creator.author	Øvrelid, Lilja
dc.creator.author	Rønningstad, Egil
dc.creator.author	Sigdel, Elina
dc.creator.author	Palatkina, Anna
cristin.unitcode	185,15,5,48
cristin.unitname	Forskningsgruppen for språkteknologi
cristin.ispublished	true
cristin.fulltext	original
dc.identifier.cristin	2154213
dc.identifier.bibliographiccitation	info:ofi/fmt:kev:mtx:ctx&ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.btitle=Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)&rft.spage=&rft.date=2023
dc.identifier.startpage	618
dc.identifier.endpage	633
dc.identifier.pagecount	795
dc.subject.nvi	VDP::Annen informasjonsteknologi: 559
dc.type.document	Bokkapittel
dc.type.peerreviewed	Peer reviewed
dc.source.isbn	978-99-1621-999-7
dc.type.version	PublishedVersion
cristin.btitle	Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)
dc.relation.project	NFR/270908
dc.relation.project	NFR/309339
dc.relation.project	EU/103832101
dc.relation.project	SIGMA2/NN9851K