LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges
A new survey analyzes the use of large language models (LLMs) for scientific peer review, focusing on critique generation and score prediction. The study identifies reliability, robustness, and security risks such as pro…