Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review

Rachel S. Y. Teo, Yutaro Yamada, Shashank Kotyan +2

The rapid growth of scientific publishing has strained peer review, particularly in machine learning, raising concerns about declining review quality and increasing reviewer worklo…