Beyond Surface Statistics: Robust Conformal Prediction for LLMs via Internal Representations
arXiv:2604.16217v1 Announce Type: cross
Abstract: Large language models are increasingly deployed in settings where reliability matters, yet output-level uncertainty signals such as token probabilities, entropy, and self-consistency can become brittle…