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School of Computer Science and Technology, Xi鈥檃n Jiaotong University, Ministry of Education Key Laboratory of Intelligent Networks and Network Security, China
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LLMs struggle to explore multiple valid reasoning paths, often committing to a single route and missing alternative solutions, especially in complex, multi-step logical problems.