作者位次 #2/12ACL 2026Poster· Natural Language Processing
N iu T rans. LMT : Toward Inclusive and Scalable Multilingual Machine Translation with LLM s
Yingfeng Luo · Ziqiang Xu · Yuxuan Ouyang · MuRun Yang · DingYang Lin · Kaiyan Chang · Tong Zheng · Bei Li · Peinan Feng · Quan Du · Tong Xiao · JingBo Zhu
摘要
Large language models have significantly advanced Multilingual Machine Translation (MMT), yet scaling to many languages while keeping quality robust across directions remains challenging.In this paper, we identify a failure mode of multilingual supervised fine-tuning (SFT) on multi-way parallel d...