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ResearchFormerly WizWand

Neural Machine Translation on IWSLT14 English-to-German (tst2012)

24.09BLEUCE+BT
22.800423.135223.4723.8048May 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CE+BTLoss function=Cross-Entropy, Data augmentation=BT2021.0524.09
WD+OURSLoss function=L2 Wasserstein distance, Data augmentation=OURS2021.0523.42
CE+OURSLoss function=Cross-Entropy, Data augmentation=OURS2021.0523.26
CE+MLMLoss function=Cross-Entropy, Data augmentation=MLM2021.0523.23
WD+BTLoss function=L2 Wasserstein distance, Data augmentation=BT2021.0523.1
WD+MLMLoss function=L2 Wasserstein distance, Data augmentation=MLM2021.0522.98
WDLoss function=L2 Wasserstein distance, Data augmentation=None2021.0522.95
CELoss function=Cross-Entropy, Data augmentation=None2021.0522.85