Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation

Weiting Tan, Shuoyang Ding, Huda Khayrallah +1

Neural Machine Translation (NMT) models are known to suffer from noisy inputs. To make models robust, we generate adversarial augmentation samples that attack the model and preserv…