作者位次 #2/5ICLR 2026Poster· Social Aspects / Trustworthy Machine Learning
Mechanistic Detection and Mitigation of Hallucination in Large Reasoning Models
Zhongxiang Sun · Qipeng Wang · Haoyu Wang · Xiao Zhang · Jun Xu
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Zhongxiang Sun · Qipeng Wang · Haoyu Wang · Xiao Zhang · Jun Xu
Zhongxiang Sun · Qipeng Wang · Weijie Yu · Jingxuan Yang · Haolang Lu · Jun Xu
Deep search agents powered by large language models have demonstrated strong capabilities in multi-step retrieval, reasoning, and long-horizon task execution. However, their practical failures often stem from the lack of mechanisms to monitor and regulate reasoning and retrieval states as tasks e...