Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs

Mohsinul Kabir, Ajwad Abrar, Sophia Ananiadou. Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 24-51, Association for Computational Linguistics, 2025. [doi]

Abstract

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