LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy

Hamed Karimi, Vaishali Meyappan, Reza Samavi

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…