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ConfTuner: Training Large Language Models to Express Their Confidence Verbally
26 August 2025
Yibo Li
Miao Xiong
Jiaying Wu
Bryan Hooi
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HuggingFace (1 upvotes)
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Papers citing
"ConfTuner: Training Large Language Models to Express Their Confidence Verbally"
6 / 6 papers shown
CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?
Qing Zong
Jiayu Liu
Tianshi Zheng
Chunyang Li
Baixuan Xu
Haochen Shi
Weiqi Wang
Zhaowei Wang
Chunkit Chan
Yangqiu Song
104
2
0
28 Oct 2025
Teaching Language Models to Faithfully Express their Uncertainty
Bryan Eikema
Evgenia Ilia
José G. C. de Souza
Chrysoula Zerva
Wilker Aziz
HILM
162
0
0
14 Oct 2025
ADVICE: Answer-Dependent Verbalized Confidence Estimation
Ki Jung Seo
Sehun Lim
Taeuk Kim
61
0
0
13 Oct 2025
Trace Length is a Simple Uncertainty Signal in Reasoning Models
Siddartha Devic
Charlotte Peale
Arwen Bradley
Sinead Williamson
Preetum Nakkiran
Aravind Gollakota
LRM
132
1
0
12 Oct 2025
Generalized Correctness Models: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns
Hanqi Xiao
Vaidehi Patil
Hyunji Lee
Elias Stengel-Eskin
Mohit Bansal
168
1
0
29 Sep 2025
Answer, Refuse, or Guess? Investigating Risk-Aware Decision Making in Language Models
Cheng-Kuang Wu
Zhi Rui Tam
Chieh-Yen Lin
Yun-Nung Chen
Hung-yi Lee
300
3
0
03 Mar 2025
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