Our approach significantly outperforms the previous methods on all languages.
compared with the Word-Adv 1 baseline, which only performs word-level adversarial transfer, our approach achieves 10% absolute F-score gain on average, which demonstrates the effectiveness of the sentence-level adversarial transfer.