More Than Mimicking Reviewers: Evaluating LLMs for Pre-Submission Peer Review

Pouya Parsa, Amin Rezaei

Peer-review feedback often arrives too late for authors to make meaningful revisions. We study an author-facing LLM system that moves part of this stress test before submission: it…