MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information

Jiaxi Li, Yucheng Shi, Xiao Huang 0001, Jin Lu 0001, Ninghao Liu 0001. MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information. In Raymond Chi-Wing Wong, Hanghang Tong, Hua Lu 0001, James T. Kwok, Flora D. Salim, Yuanfeng Song, Man Lung Yiu, editors, Advances in Knowledge Discovery and Data Mining - 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Hong Kong, China, June 9-12, 2026, Proceedings, Part II. Volume 16598 of Lecture Notes in Computer Science, pages 288-300, Springer, 2026. [doi]

Authors

Jiaxi Li

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Yucheng Shi

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Xiao Huang 0001

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Jin Lu 0001

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Ninghao Liu 0001

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