Should you use LLMs to simulate opinions? Quality checks for early-stage deliberation

Terrence Neumann, Maria De-Arteaga, Sina Fazelpour

The emergent capabilities of large language models (LLMs) have prompted interest in using them as surrogates for human subjects in opinion surveys. However, prior evaluations of LL…