Neural Machine Translation on IWSLT German-to-English 14 (tst2012)
29.35BLEUCE+BT
Evaluation Results
| Method | Links | |
|---|---|---|
| CE+BTLoss function=Cross-Entropy, Data augmentation=BT2021.05 | 29.35 | |
| CE+OURSLoss function=Cross-Entropy, Data augmentation=OURS2021.05 | 29.16 | |
| WD+OURSLoss function=L2 Wasserstein distance, Data augmentation=OURS2021.05 | 28.91 | |
| WD+MLMLoss function=L2 Wasserstein distance, Data augmentation=MLM2021.05 | 28.8 | |
| CE+MLMLoss function=Cross-Entropy, Data augmentation=MLM2021.05 | 28.7 | |
| WD+BTLoss function=L2 Wasserstein distance, Data augmentation=BT2021.05 | 28.56 | |
| WDLoss function=L2 Wasserstein distance, Data augmentation=None2021.05 | 28.53 | |
| CELoss function=Cross-Entropy, Data augmentation=None2021.05 | 27.98 |