2025
Uncertainty Quantification for LLM-Based Survey Simulations
ICML 2025poster
We investigate the use of large language models (LLMs) to simulate human responses to survey questions, and perform uncertainty quantification to gain reliable insights. Our approach converts imperfect, LLM-simulated responses into confidence sets for population parameters of human responses, addres…