ReviewGuard: Aligning LLM-Assisted Peer Review with Long-Term Scientific Impact

Abdur Rasool, Xiaohui Huang, Yanqing Hu +1

Peer review is central to scientific quality control, yet it can undervalue papers that later achieve substantial citation impact. While frontier large language models have shown p…