ASE2024

Evaluating Terminology Translation in Machine Translation Systems via Metamorphic Testing

Yihui Xu, Yanhui Li, Jun Wang, Xiaofang Zhang

被引用 2 次

摘要

Machine translation has become an integral part of daily life, with terminology translation playing a crucial role in ensuring the accuracy of translation results. However, existing translation systems, such as Google Translate, have been shown to occasionally produce errors in terminology translation. Current metrics for assessing terminology translation rely on reference translations and bilingual dictionaries, limiting their effectiveness in large-scale automated MT system testing.