Neural Machine Translation on IWSLT14 English-to-German (tst2012)
24.09BLEUCE+BT
Evaluation Results
| Method | Links | |
|---|---|---|
| CE+BTLoss function=Cross-Entropy, Data augmentation=BT2021.05 | 24.09 | |
| WD+OURSLoss function=L2 Wasserstein distance, Data augmentation=OURS2021.05 | 23.42 | |
| CE+OURSLoss function=Cross-Entropy, Data augmentation=OURS2021.05 | 23.26 | |
| CE+MLMLoss function=Cross-Entropy, Data augmentation=MLM2021.05 | 23.23 | |
| WD+BTLoss function=L2 Wasserstein distance, Data augmentation=BT2021.05 | 23.1 | |
| WD+MLMLoss function=L2 Wasserstein distance, Data augmentation=MLM2021.05 | 22.98 | |
| WDLoss function=L2 Wasserstein distance, Data augmentation=None2021.05 | 22.95 | |
| CELoss function=Cross-Entropy, Data augmentation=None2021.05 | 22.85 |