Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators

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Authors: Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluis Marquez

Journal title: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Journal publisher: Association for Computational Linguistics

Published year: 2024

Published pages: 4554-4570

DOI identifier: 10.18653/v1/2024.acl-long.250