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Li-Yuan Gao

1 paper hereh-index 217 citations13 works total

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  • last author1

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  • cs.AI1

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collaborators

1 paper

cs.AI2026

DirEAG: Dirichlet Evidence Aggregation for Calibrating Verbalized Confidence in Mathematical Reasoning

Haorui Xu, Yuzhou Zhu, Liyuan Gao

Reliable confidence estimation is essential for using large language models in mathematical reasoning, but black-box verbalized confidence is difficult to calibrate. When the same…

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