An adversarial beam-search method generates over 6,000 bilingual question pairs that reliably make multilingual LLMs perform far worse in non-English languages than in English.
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Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
An adversarial beam-search method generates over 6,000 bilingual question pairs that reliably make multilingual LLMs perform far worse in non-English languages than in English.