LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges

Thi Huyen Nguyen, Zahra Ahmadi

The rapid growth of scientific submissions has pushed traditional peer review toward its scalability limits, motivating the exploration of large language models (LLMs) as intellige…