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PremiseCheck2 min read

PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews

Peer review is under strain from the growth of submissions, and review comments written by humans or AI can misstate what a paper says. We introduce ReviewFact, a benchmark that labels such factual errors in review comments under one definition across NLP, machine learning, and the natural…

By Dingjie Song, Zhiling Yan, Ziqian Zhang, Yuxuan Zhang, Lichao SunarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 16, 2026.

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