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Cultural (In)Competence: Investigating Culture-Specific Stereotype Detection Capabilities of LLMs

arXiv cs.CL ↗ · 5d ago Cached

This paper systematically investigates how well LLMs detect culture-specific stereotypes across prompting language, instruction tuning language, and fine-tuning dataset size for US, Dutch, and Chinese contexts, finding that LLMs overpredict stereotypes, rarely account for cultural context, and that non-English prompts and instruction tuning can improve results.

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