most citedBenchmark on Peer Review Toxic Detection: A Challenging Task with a New Dataset

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cs.CL2025

Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review

Sungduk Yu, Man Luo, Avinash Madasu +2

Peer review is a critical process for ensuring the integrity of published scientific research. Confidence in this process is predicated on the assumption that experts in the releva…

cs.CL2025★ 1 cited

Benchmark on Peer Review Toxic Detection: A Challenging Task with a New Dataset

Man Luo, Bradley Peterson, Rafael Gan +5

Peer review is crucial for advancing and improving science through constructive criticism. However, toxic feedback can discourage authors and hinder scientific progress. This work…