However, it is not trivial to apply this methodology to such models.
this paper investigates the effectiveness of several possible configurations of applying the adversarial perturbation and reveals that the adversarial regularization technique can significantly and consistently improve the performance of widely used NMT models, such as LSTMbased and Transformer-based models.