Binyu Xie

Renmin University of China

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Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Xinyu Yang (1)Chenlong Deng (1)Tongyu Wen (1)Zhicheng Dou (1)

Papers (1)

Feb 12, 2026

Feb 12, 2026·also Gaoling AI

LawThinker: A Deep Research Legal Agent in Dynamic Environments

LawThinker's "Explore-Verify-Memorize" strategy enforces verification as an atomic operation, leading to a 24% performance boost in dynamic legal reasoning environments compared to direct reasoning.

Xinyu Yang, Chenlong Deng, Tongyu Wen +2

Natural Language Processing Reasoning & Chain-of-Thought Tool Use & Agents

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Binyu Xie

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)