Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future

Wu, Sihong; Jiang, Owen; Zhao, Yilun; Hu, Tiansheng; Ma, Yiling; Zhang, Kaiyan; Patwardhan, Manasi; Cohan, Arman

doi:10.18653/v1/2026.acl-long.1504

Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future

Sihong Wu, Owen Jiang, Yilun Zhao, Tiansheng Hu, Yiling Ma, Kaiyan Zhang, Manasi Patwardhan, Arman Cohan. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.