Partial Identification from LLM Prompts

Xiaohong Chen, Ashesh Rambachan, Elie Tamer

Large language models are increasingly used as binary classifiers when the true label is latent. We study partial identification of the prevalence $\hat{I}¸=P(X^{\ast }=1)$ from panels of L…