A Survey of Confidence Estimation and Calibration in Large Language Models
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
Abstract
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2024.
Topics & Concepts
CalibrationComputer scienceEstimationConfidence intervalStatisticsRemote sensingMathematicsGeologyEngineeringSystems engineeringTopic ModelingSpeech Recognition and Synthesis