Reasoning-Aware Multicalibrated Reliability Predictors for Language Models.

arXiv:2610.26645v2 Announce Type: replace-cross Abstract: As people increasingly rely on large language models (LLMs) for information, model providers need to communicate meaningful estimates of whether individual responses are correct or, more generally, reli