@inproceedings{wang-etal-2026-regiondoc, title = "{R}egion{D}oc-{R}1: Reinforcing Semantic Layout-Aware Reasoning for Document Understanding", author = "Wang, Chao and Fan, Hehe and Yang, Huichen and Hu, Zhengdong and Karimi, Sarvnaz and Yao, Lina and Yang, Yi", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.965/", pages = "22260--22282", ISBN = "979-8-89176-459-0" }