When Linguistic and Internal Confidence Diverge in Large Language Models

Hefan Zhang, Bingquan Zhang, Ming Cheng +3

Users often ask large language models (LLMs) to report how confident they are, but it is unclear whether such linguistic confidence tracks the model's internal confidence. We study…