The reason is that the quality of {Ŝ m H )L , T HE } is naturally restricted by the {Ŝ w H )L , T HE }, whose quality is in turn restricted by the induced dictionary.
by combining the augmented datasets from these two methods, we consistently improve the translation performance over using only word substitution augmentation (compare Table 2 rows 7 and 9).