Uncertainty Quantification for Multiple-Choice Questions is Just One-Token Deep

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Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Fan Yang, Kaize Ding, Ruixiang Tang, Yongfeng Zhang

Published: 2025, Last Modified: 04 Mar 2026CIKM 2025EveryoneRevisionsBibTeXCC BY-SA 4.0