Distribution Shift Alignment Helps LLMs Simulate Survey Response Distributions

Ji Huang, Mengfei Li, Shuai Shao. Distribution Shift Alignment Helps LLMs Simulate Survey Response Distributions. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 9395-9409, Association for Computational Linguistics, 2026. [doi]

Authors

Ji Huang

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Mengfei Li

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Shuai Shao

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