How do LLMs Compute Verbal Confidence

Dharshan Kumaran, Arthur Conmy, Federico Barbero +3

Verbal confidence -- prompting LLMs to state their confidence as a number or category -- is widely used to extract uncertainty estimates from black-box models. However, how LLMs in…