@inproceedings{ding-etal-2026-survey, title = "A Survey on {MLLM}-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends", author = "Ding, Yihao and Luo, Siwen and Dai, Yue and Jiang, Yanbei and Li, Zechuan and Sun, Qiang and Martin, Geoffrey and Liu, Wei and Peng, Yifan", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.652/", pages = "13319--13340", ISBN = "979-8-89176-395-1" }