Weidong Shi

Synthesizing Public Opinions with LLMs: Role Creation, Impacts, and the Future to eDemorcacy

2025 · arXiv (Cornell University)

This paper investigates the use of Large Language Models (LLMs) to synthesize public opinion data, addressing challenges in traditional survey methods like declining response rates and non-response bias. We introduce a novel technique: role creation …