@inproceedings{li-etal-2026-reviewgrounder, title = "{R}eview{G}rounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents", author = "Li, Zhuofeng and Lu, Yi and Jiang, Dongfu and Zhang, Haoxiang and Bai, Yuyang and Li, Chuan and Wang, Yu and Ji, Shuiwang and Xie, Jianwen and Zhang, Yu", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1477/", pages = "32015--32044", ISBN = "979-8-89176-390-6" }