Enhancing Confidence Expression in Large Language Models Through
Learning from Past Experience

Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience

16 April 2024

Yanghua Xiao

Papers citing "Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience"

9 / 9 papers shown

Title
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models Boyang Xue Fei Mi Qi Zhu Hongru Wang Rui Wang Sheng Wang Erxin Yu Xuming Hu Kam-Fai Wong HILM 74 0 0 16 Dec 2024
Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation Qinhong Lin Linna Zhou Zhongliang Yang Yuang Cai HILM 75 0 0 10 Dec 2024
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models Boyang Xue Hongru Wang Rui Wang Sheng Wang Zezhong Wang Yiming Du Bin Liang Kam-Fai Wong 29 0 0 16 Oct 2024
Taming Overconfidence in LLMs: Reward Calibration in RLHF Jixuan Leng Chengsong Huang Banghua Zhu Jiaxin Huang 34 7 0 13 Oct 2024
A Survey on the Honesty of Large Language Models Siheng Li Cheng Yang Taiqiang Wu Chufan Shi Yuji Zhang ... Jie Zhou Yujiu Yang Ngai Wong Xixin Wu Wai Lam HILM 32 4 0 27 Sep 2024
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 319 11,953 0 04 Mar 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 258 4,489 0 23 Jan 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015