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Methods to Estimate Large Language Model Confidence

Methods to Estimate Large Language Model Confidence

28 November 2023
Maia Kotelanski
Robert Gallo
Ashwin Nayak
Thomas Savage
    LM&MA
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Papers citing "Methods to Estimate Large Language Model Confidence"

5 / 5 papers shown
Title
Graph-based Confidence Calibration for Large Language Models
Graph-based Confidence Calibration for Large Language Models
Yukun Li
Sijia Wang
Lifu Huang
Li-Ping Liu
UQCV
23
1
0
03 Nov 2024
Harmonic LLMs are Trustworthy
Harmonic LLMs are Trustworthy
Nicholas S. Kersting
Mohammad Rahman
Suchismitha Vedala
Yang Wang
40
0
0
30 Apr 2024
A Survey on Uncertainty Quantification Methods for Deep Learning
A Survey on Uncertainty Quantification Methods for Deep Learning
Wenchong He
Zhe Jiang
Tingsong Xiao
Zelin Xu
Yukun Li
BDL
UQCV
AI4CE
19
16
0
26 Feb 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models
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
297
3,163
0
21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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
315
8,261
0
28 Jan 2022
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