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ResearchFormerly WizWand

Neural Machine Translation on IWSLT14 English-to-Italian (En-It) (tst2012)

27.94BLEUCE+BT
26.53626.900527.26527.6295May 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CE+BTLoss function=Cross-Entropy, Data augmentation=BT2021.0527.94
WD+BTLoss function=L2 Wasserstein distance, Data augmentation=BT2021.0527.33
WD+OURSLoss function=L2 Wasserstein distance, Data augmentation=OURS2021.0527.15
CE+OURSLoss function=Cross-Entropy, Data augmentation=OURS2021.0527.11
WDLoss function=L2 Wasserstein distance, Data augmentation=None2021.0527.08
CE+MLMLoss function=Cross-Entropy, Data augmentation=MLM2021.0526.9
CELoss function=Cross-Entropy, Data augmentation=None2021.0526.85
WD+MLMLoss function=L2 Wasserstein distance, Data augmentation=MLM2021.0526.59