Review Arcade: On the Human Alignment and Gameability of LLM Reviews

This research evaluates LLM-generated reviews for scientific papers from both author and reviewer perspectives. It identifies limited alignment between LLM and human reviews and explores how authors can effectively "game" LLM reviews to improve submissions.