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.
Our contributions offer an evaluation of LLMs for language ideologies identi- fication, assessing both the impact of the source language and translations on the same task
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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.