Before revision:  In this paper, we present adversarial subword regularization (ADVSR) to study whether gradient signals during training can be a substitute criterion for choosing segmentation among candidates .
After revision:  In this paper, we present adversarial subword regularization (ADVSR) to study whether gradient signals during training can be a substitute criterion for exposing diverse subword segmentations .