Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey

20 March 2025

Papers citing "Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey"

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Title
Token-Level Uncertainty Estimation for Large Language Model Reasoning Tunyu Zhang Haizhou Shi Yibin Wang Hengyi Wang X. He ... Ligong Han Kai Xu Huatian Zhang Dimitris N. Metaxas Hao Wang LRM 2 0 0 16 May 2025
Can Language Models Understand Social Behavior in Clinical Conversations? Manas Satish Bedmutha Feng Chen Andrea Hartzler Trevor Cohen Nadir Weibel LM&MA AI4MH 47 0 0 07 May 2025
Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR Yuyao Zhang Tianyi Liang Xinyue Huang Erfei Cui Xu Guo Pei Chu Chenhui Li Ru Zhang Wenhai Wang Gongshen Liu 132 0 0 15 Apr 2025