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Siming Yuan

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#artificial intelligence Review Sep 2026

Beyond Final Decisions: A Process-Centric Benchmark for Transparent AI-Assisted Peer Review

Peer review is central to quality control in science. However, existing evaluations of AI-assisted peer review mainly focus on the overall quality of generated reviews or the accuracy of final decisions. They therefore provide limited evidence about whether model decisions are supported by sufficient and reliable revie...

Siming Yuan, Xue-Yi Zhang, Wang-Ze Ni et al. · 0 citations

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