Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency

Roman Vashurin, Maiya Goloburda, Albina Ilina +4

Uncertainty quantification (UQ) methods for Large Language Models (LLMs) encompass a variety of approaches, with two major types being particularly prominent: information-based, wh…