Qiao Cheng

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

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 based on Conditional Masked Language Model (CMLM) which is bi-directional and can be conditional on both left and right c…