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arXiv Open Access 2023

NorBench -- A Benchmark for Norwegian Language Models

David Samuel Andrey Kutuzov Samia Touileb Erik Velldal Lilja Øvrelid +3 lainnya
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Abstrak

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.

Topik & Kata Kunci

cs.CL

Penulis (8)

D

David Samuel

A

Andrey Kutuzov

S

Samia Touileb

E

Erik Velldal

L

Lilja Øvrelid

E

Egil Rønningstad

E

Elina Sigdel

A

Anna Palatkina

Format Sitasi

APA MLA BibTeX
Samuel, D., Kutuzov, A., Touileb, S., Velldal, E., Øvrelid, L., Rønningstad, E. et al. (2023). NorBench -- A Benchmark for Norwegian Language Models. https://arxiv.org/abs/2305.03880

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2023
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓