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An Evaluation of Estimative Uncertainty in Large Language Models

An Evaluation of Estimative Uncertainty in Large Language Models

24 May 2024
Zhi–Bin Tang
Ke Shen
Mayank Kejriwal
    ELM
ArXiv (abs)PDFHTML

Papers citing "An Evaluation of Estimative Uncertainty in Large Language Models"

5 / 5 papers shown
ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation
ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation
Xinyi Liu
Lipeng Ma
Yixuan Li
Weidong Yang
Qingyuan Zhou
Jiayi Song
Shuhao Li
Ben Fei
LRM
211
0
0
01 Jun 2025
Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?
Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Jiayu Liu
Qing Zong
Weiqi Wang
Yangqiu Song
299
8
0
30 May 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
Gabrielle Kaili-May Liu
Gal Yona
Avi Caciularu
Idan Szpektor
Tim G. J. Rudner
Arman Cohan
273
2
0
30 May 2025
Investigating Human-Aligned Large Language Model Uncertainty
Investigating Human-Aligned Large Language Model Uncertainty
Kyle Moore
Jesse Roberts
Daryl Watson
Pamela Wisniewski
246
1
0
16 Mar 2025
Perceptions of Linguistic Uncertainty by Language Models and Humans
Perceptions of Linguistic Uncertainty by Language Models and Humans
Catarina G Belém
Markelle Kelly
M. Steyvers
Sameer Singh
Padhraic Smyth
268
9
0
22 Jul 2024
1