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

Author:

Zhao Haofei1,Liu Yilun2,Tao Shimin2,Meng Weibin2,Chen Yimeng2,Geng Xiang3,Su Chang2,Zhang Min2,Yang Hao2

Affiliation:

1. Northeastern University,Shool of Computer Science and Engineering,Shenyang,China

2. Huawei,China

3. Nanjing University,National Key Laboratory for Novel Software Technology,Nanjing,China

Publisher

IEEE

Reference67 articles.

1. Bleu: a method for automatic evaluation of machine translation;Papineni

2. Meteor: An automatic metric for mt evaluation with improved correlation with human judgments;Banerjee

3. A study of translation edit rate with targeted human annotation;Snover

4. Estimating the sentence-level quality of machine translation systems;Specia

5. Large language models are state-of-the-art evaluators of translation quality;Kocmi,2023

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