A Survey of Confidence Estimation and Calibration in Large Language Models

14 November 2023

Papers citing "A Survey of Confidence Estimation and Calibration in Large Language Models"

5 / 55 papers shown

Title
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 243 289 0 17 Mar 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 404 2,576 0 03 Sep 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015
Determinantal point processes for machine learning Alex Kulesza B. Taskar 160 1,123 0 25 Jul 2012