LLMs show practical but imperfect ability to replicate human annotations of language ideologies in Luxembourgish comments, with some gains from machine translation to high-resource languages.
InProceed- ings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024, pages 97–104, Torino, Italia
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Language Ideologies in a Multilingual Society: An LLM-based Analysis of Luxembourgish News Comments
LLMs show practical but imperfect ability to replicate human annotations of language ideologies in Luxembourgish comments, with some gains from machine translation to high-resource languages.