@inproceedings{sourati-etal-2026-lad, title = "{LAD}-{RAG}: Layout-aware Dynamic {RAG} for Visually-Rich Document Understanding", author = "Sourati, Zhivar and Wang, Zheng and Liu, Marianne Menglin and Hu, Yazhe and Guo, Mengqing and Bharadwaj, Sujeeth and Han, Kyu J. and Sheng, Tao and Ravi, Sujith and Dehghani, Morteza and Roth, Dan", 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.724/", pages = "15945--15968", ISBN = "979-8-89176-390-6" }