Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators
Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluı́s Màrquez
Abstract
Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluis Marquez. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.
Topics & Concepts
EstimatorRobustness (evolution)Reliability engineeringReliability (semiconductor)Computer scienceConfidence intervalStatisticsEngineeringMathematicsBiologyPhysicsBiochemistryGenePower (physics)Quantum mechanicsAdvanced Research in Systems and Signal Processing