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DeepResearch RewardBench: Evaluating Reward Models for Deep Research Report

arXiv cs.AI · Shudong Liu, Yuting Zhong, Guanhua Chen, Xinyi Yang, Junnan Liu, Lidia S. Chao, Jiaheng Liu, Derek F. Wong ·

arXiv:2611.10156v1 Announce Type: new Abstract: Empowered by Large Language Models (LLMs), deep research systems integrate online information into research reports through multi-step web searching and information synthesis. Evaluating these reports presents a significant challenge due to their long context, high…

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