Yee Whye Teh
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2026
LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories
The paper introduces LinTree, a method that explicitly structures the search history of LLM reasoning traces using parent pointers, significantly improving task performance and search efficiency compared to models that treat the history implicitly.
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