Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model

Qiao Cheng, Jin Huang, Yitao Duan

This paper introduces a new data augmentation method for neural machine translation that can enforce stronger semantic consistency both within and across languages. Our method is b…