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        <title>NoCoLA: The Norwegian Corpus of Linguistic Acceptability</title>
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        <namePart type="given">Matias</namePart>
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            <title>Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)</title>
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            <namePart type="family">Alumäe</namePart>
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    <abstract>While there has been a surge of large language models for Norwegian in recent years, we lack any tool to evaluate their understanding of grammaticality. We present two new Norwegian datasets for this task. NoCoLA-class is a supervised binary classification task where the goal is to discriminate between acceptable and non-acceptable sentences. On the other hand, NoCoLA-zero is a purely diagnostic task for evaluating the grammatical judgement of a language model in a completely zero-shot manner, i.e. without any further training. In this paper, we describe both datasets in detail, show how to use them for different flavors of language models, and conduct a comparative study of the existing Norwegian language models.</abstract>
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%0 Conference Proceedings
%T NoCoLA: The Norwegian Corpus of Linguistic Acceptability
%A Jentoft, Matias
%A Samuel, David
%Y Alumäe, Tanel
%Y Fishel, Mark
%S Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)
%D 2023
%8 May
%I University of Tartu Library
%C Tórshavn, Faroe Islands
%F jentoft-samuel-2023-nocola
%X While there has been a surge of large language models for Norwegian in recent years, we lack any tool to evaluate their understanding of grammaticality. We present two new Norwegian datasets for this task. NoCoLA-class is a supervised binary classification task where the goal is to discriminate between acceptable and non-acceptable sentences. On the other hand, NoCoLA-zero is a purely diagnostic task for evaluating the grammatical judgement of a language model in a completely zero-shot manner, i.e. without any further training. In this paper, we describe both datasets in detail, show how to use them for different flavors of language models, and conduct a comparative study of the existing Norwegian language models.
%U https://aclanthology.org/2023.nodalida-1.60/
%P 610-617

Markdown (Informal)

[NoCoLA: The Norwegian Corpus of Linguistic Acceptability](https://aclanthology.org/2023.nodalida-1.60/) (Jentoft & Samuel, NoDaLiDa 2023)

• NoCoLA: The Norwegian Corpus of Linguistic Acceptability (Jentoft & Samuel, NoDaLiDa 2023)

ACL

• Matias Jentoft and David Samuel. 2023. NoCoLA: The Norwegian Corpus of Linguistic Acceptability. In Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), pages 610–617, Tórshavn, Faroe Islands. University of Tartu Library.