Methods to Estimate Large Language Model Confidence

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Methods to Estimate Large Language Model Confidence

28 November 2023

Maia Kotelanski

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Papers citing "Methods to Estimate Large Language Model Confidence"

7 / 7 papers shown

Title
Graph-based Confidence Calibration for Large Language Models Yukun Li Sijia Wang Lifu Huang Li-Ping Liu UQCV 162 2 0 03 Nov 2024
Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine Thomas Savage Ashwin Nayak Roberta Gallo E. Rangan Jonathan Chen LM&MA ELM LRM AI4CE 60 129 0 13 Aug 2023
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs Miao Xiong Zhiyuan Hu Xinyang Lu Yifei Li Jie Fu Junxian He Bryan Hooi 203 446 0 22 Jun 2023
Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models Zhen Lin Shubhendu Trivedi Jimeng Sun HILM 181 153 0 30 May 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 149 2,361 0 26 Dec 2022
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 519 3,703 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 823 9,644 0 28 Jan 2022

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