Yixuan Tong


Supervised neural machine translation based on data augmentation and improved training & inference process
Yixuan Tong | Liang Liang | Boyan Liu | Shanshan Jiang | Bin Dong
Proceedings of the 6th Workshop on Asian Translation

This is the second time for SRCB to participate in WAT. This paper describes the neural machine translation systems for the shared translation tasks of WAT 2019. We participated in ASPEC tasks and submitted results on English-Japanese, Japanese-English, Chinese-Japanese, and Japanese-Chinese four language pairs. We employed the Transformer model as the baseline and experimented relative position representation, data augmentation, deep layer model, ensemble. Experiments show that all these methods can yield substantial improvements.


SRCB Neural Machine Translation Systems in WAT 2018
Yihan Li | Boyan Liu | Yixuan Tong | Shanshan Jiang | Bin Dong
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation: 5th Workshop on Asian Translation: 5th Workshop on Asian Translation