Large language models for automated scholarly paper review: A survey

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Large language models for automated scholarly paper review: A survey

17 January 2025

Zhenzhen Zhuang

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Papers citing "Large language models for automated scholarly paper review: A survey"

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Title
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Yuan Chang Ziyue Li Hengyuan Zhang Yuanbo Kong Yanru Wu Zhijiang Guo Ngai Wong 34 1 0 09 Jun 2025
REMOR: Automated Peer Review Generation with LLM Reasoning and Multi-Objective Reinforcement Learning Pawin Taechoyotin Daniel Acuna LRM 80 0 0 16 May 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process Minjun Zhu Yixuan Weng Linyi Yang Yue Zhang ALM LRM 112 7 0 11 Mar 2025
ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews Xian Gao Jiacheng Ruan Jingsheng Gao Ting Liu Yuzhuo Fu 109 3 0 11 Mar 2025