Beyond Averages: Evaluating LLMs on Human Survey Replication at the Distributional Level

Jeonghyeon Moon, Jiwon Kim, Yeheum Lah +2

LLMs are increasingly used to simulate human survey responses, but prior work has mainly evaluated replication using mean-level or aggregate agreement, offering limited insight int…