Anna Palatkina

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2023

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NorBench – A Benchmark for Norwegian Language Models
David Samuel | Andrey Kutuzov | Samia Touileb | Erik Velldal | Lilja Øvrelid | Egil Rønningstad | Elina Sigdel | Anna Palatkina
Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)

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.
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