@inproceedings{gao-etal-2026-scaling, title = "Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding", author = "Gao, Sensen and Zhao, Shanshan and Jiang, Xu and Duan, Lunhao and Chng, Yong Xien and Chen, Qing-Guo and Luo, Weihua and Zhang, Kaifu and Bian, Jia-Wang and Gong, Mingming", 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.204/", pages = "4458--4489", ISBN = "979-8-89176-390-6" }