Neural Machine Translation on IWSLT14 English-to-Italian (En-It) (tst2012)
27.94BLEUCE+BT
Evaluation Results
| Method | Links | |
|---|---|---|
| CE+BTLoss function=Cross-Entropy, Data augmentation=BT2021.05 | 27.94 | |
| WD+BTLoss function=L2 Wasserstein distance, Data augmentation=BT2021.05 | 27.33 | |
| WD+OURSLoss function=L2 Wasserstein distance, Data augmentation=OURS2021.05 | 27.15 | |
| CE+OURSLoss function=Cross-Entropy, Data augmentation=OURS2021.05 | 27.11 | |
| WDLoss function=L2 Wasserstein distance, Data augmentation=None2021.05 | 27.08 | |
| CE+MLMLoss function=Cross-Entropy, Data augmentation=MLM2021.05 | 26.9 | |
| CELoss function=Cross-Entropy, Data augmentation=None2021.05 | 26.85 | |
| WD+MLMLoss function=L2 Wasserstein distance, Data augmentation=MLM2021.05 | 26.59 |