Shuai Shao

Simulating Respondents, Not Single Questions: Coherent Survey Generation with Large Language Models

Large language models are increasingly used to simulate response distributions in social surveys. Prior work has achieved accurate population-level simulation for individual questions. Real questionnaires, however, ask each respondent a sequence of related questions. A simulated respondent should show coherent preferen...