Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning

Song Yu, Xiaofei Xu, Ke Deng, Li Li, Lin Tian. Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 4574-4592, Association for Computational Linguistics, 2025. [doi]

Abstract

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