@inproceedings{feng-etal-2026-mt3, title = "{MT}$^{3}$: A Synergistic Multi-Task {RL} Framework for Specializing {MLLM}s in Text Image Machine Translation", author = "Feng, Zhaopeng and Liang, Yupu and Cao, Shaosheng and Su, Jiayuan and Ren, Jiahan and Zhou, Zhijie and Huang, Wenxuan and Wu, Jian and Liu, Zuozhu", 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.460/", pages = "10140--10157", ISBN = "979-8-89176-390-6" }