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Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models.

Yixin Bu, Guanyun Zou, Renzhi Wang, Runze Xia, Cunjun Wang, Hongliang Dai, Xiaoqing Ma, Piji Li

VenueA*AAAI
Year2026
ProceedingsAAAI

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