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标题为英语Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review

The rapid growth of scientific publishing has strained peer review, particularly in machine learning, raising concerns about declining review quality and increasing reviewer workload. Large language models (LLMs) have been proposed as automated review assistants, yet their…

arXiv — cs.AI作者: Rachel S. Y. Teo, Yutaro Yamada, Shashank Kotyan, Yuki Imajuku, Tarin Clanuwat2026年10月9日 (10月9日)
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  • The rapid growth of scientific publishing has strained peer review, particularly in machine learning, raising concerns about declining review quality and increasing reviewer workload
  • Large language models (LLMs) have been proposed as automated review assistants, yet their…
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Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review

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