@inproceedings{luo-etal-2025-beyond, title = "Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation", author = "Luo, Yingfeng and Zheng, Tong and Mu, Yongyu and Li, Bei and Zhang, Qinghong and Gao, Yongqi and Xu, Ziqiang and Feng, Peinan and Liu, Xiaoqian and Xiao, Tong and Zhu, JingBo", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.490/", pages = "9399--9431", ISBN = "979-8-89176-256-5" }