The NiuTrans Machine Translation Systems for WMT20

no code implementations • WMT (EMNLP) 2020 • Yuhao Zhang, Ziyang Wang, Runzhe Cao, Binghao Wei, Weiqiao Shan, Shuhan Zhou, Abudurexiti Reheman, Tao Zhou, Xin Zeng, Laohu Wang, Yongyu Mu, Jingnan Zhang, Xiaoqian Liu, Xuanjun Zhou, Yinqiao Li, Bei Li, Tong Xiao, Jingbo Zhu

This paper describes NiuTrans neural machine translation systems of the WMT20 news translation tasks.

Knowledge Distillation Machine Translation +1

Augmenting Large Language Model Translators via Translation Memories

no code implementations • 27 May 2023 • Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu

Using translation memories (TMs) as prompts is a promising approach to in-context learning of machine translation models.

In-Context Learning Language Modeling +6

Prompting Neural Machine Translation with Translation Memories

no code implementations • 13 Jan 2023 • Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu

Improving machine translation (MT) systems with translation memories (TMs) is of great interest to practitioners in the MT community.

Machine Translation NMT +1