@inproceedings{tuo-etal-2026-messtoclean, title = "{M}ess{T}o{C}lean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images", author = "Tuo, Jiayi and Tang, Cheng and Wang, Zihan and Zhou, Chenyue and Li, Yao and Ma, Yanbiao and Wang, Chao and Dai, Wei and Wang, Mingxuan and Qin, Shitong and Zhao, Ziwei", 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.1871/", pages = "40304--40322", ISBN = "979-8-89176-390-6" }