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17 Results
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Workshop
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Rethinking Aleatoric and Epistemic Uncertainty Freddie Bickford Smith · Jannik Kossen · Eleanor Trollope · Mark van der Wilk · Adam Foster · Thomas Rainforth |
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Poster
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Fri 16:30 |
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation Xiaoying Zhang · Jean-Francois Ton · Wei Shen · Hongning Wang · Yang Liu |
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Workshop
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Sat 15:45 |
Mitigating LLM Hallucinations via ConformalAbstention Yasin Abbasi Yadkori · Ilja Kuzborskij · David Stutz · András György · Adam Fisch · Arnaud Doucet · Iuliya Beloshapka · Wei-Hung Weng · Yao-Yuan Yang · Csaba Szepesvari · Taylan Cemgil · Nenad Tomasev |
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Workshop
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Semantic Entropy Neurons: Encoding Semantic Uncertainty in the Latent Space of LLMs Jiatong Han · Jannik Kossen · Muhammed Razzak · Yarin Gal |
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Workshop
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Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability Yanjun Gao · Skatje Myers · Shan Chen · Dmitriy Dligach · Timothy Miller · Danielle Bitterman · Guanhua Chen · Anoop Mayampurath · Matthew Churpek · Majid Afshar |