ProReviewer: Evidence-Driven Investigation for Scientific Peer Review
ProReviewer is an agent designed to perform evidence-driven peer review by treating it as a Markov Decision Process (MDP). It maintains a structured review log to track claims, questions, and notes incrementally. This allows the agent to adapt its investigation dynamically based on new evidence, resulting in highly traceable and superior critiques compared to existing LLM-based methods.