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ResearchFormerly WizWand

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

30.44BLEUCE+BT
29.306429.600729.89530.1893May 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CE+BTLoss function=Cross-Entropy, Data augmentation=BT2021.0530.44
WD+MLMLoss function=L2 Wasserstein distance, Data augmentation=MLM2021.0529.98
WD+OURSLoss function=L2 Wasserstein distance, Data augmentation=OURS2021.0529.86
CE+OURSLoss function=Cross-Entropy, Data augmentation=OURS2021.0529.79
WDLoss function=L2 Wasserstein distance, Data augmentation=None2021.0529.74
CELoss function=Cross-Entropy, Data augmentation=None2021.0529.7
WD+BTLoss function=L2 Wasserstein distance, Data augmentation=BT2021.0529.56
CE+MLMLoss function=Cross-Entropy, Data augmentation=MLM2021.0529.35