Adaptation in Statistical Machine Translation for Low-resource Domains in English-Vietnamese Language

• Main Authors: Pham, Nghia-Luan, Nguyen, Van-Vinh
• Format: Article
• Language: English
• Published: H. : ĐHQGHN 2020
• Subjects: Machine Translation; Statistical Machine Translation; Domain Adaptation
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/89094; https://doi.org/10.25073/2588-1086/vnucsce.231
• Institution: Vietnam National University, Hanoi

In this paper, we propose a new method for domain adaptation in Statistical Machine Translation for low-resource domains in English-Vietnamese language. Specifically, our method only uses monolingual data to adapt the translation phrase-table, our system brings improvements over the SMT baseline sys...