From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation

no code implementations • 21 Mar 2024 • Haofei Zhao, Yilun Liu, Shimin Tao, Weibin Meng, Yimeng Chen, Xiang Geng, Chang Su, Min Zhang, Hao Yang

Machine Translation Quality Estimation (MTQE) is the task of estimating the quality of machine-translated text in real time without the need for reference translations, which is of great importance for the development of MT.

Machine Translation Sentence