LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy
arXiv:2605.04295v1 Announce Type: new
Abstract: LLMs’ overconfidence, particularly when hallucinating, poses a significant challenge for the deployment of the models in safety-critical settings and makes a reliable estimation of uncertainty necessary….