XL-Editor: Post-editing Sentences with XLNet
Table 4: Evaluation results on Yelp and Amazon datsets.
['Model', 'Yelp Acc', 'Yelp Bleu', 'Yelp G', 'Amazon Acc', 'Amazon Bleu', 'Amazon G']
We adopt the evaluation code from \citeauthorWuRLS19 \shortciteWuRLS19. We obtain the system outputs of StyTc, STyTm, DRL, UMT from the authors for evaluation. The evaluation results for other systems are directly reproduced from \citeauthorWuRLS19 \shortciteWuRLS19. We apply our XL-Editor (XLE) to post-edit the system outputs of the two best-performing systems UMT and PTO. In most cases, our post-editing procedure achieves significant improvement in style accuracy while making little sacrifice in BLEU. The best G-score are achieved by our systems in both datasets.