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ResearchFormerly WizWand

Machine Translation on NIST MT04

50.2BLEUStrokeNet
42.462444.471246.4848.4888May 8, 2019Dec 9, 2019Jul 12, 2020Feb 13, 2021Sep 17, 2021Apr 21, 2022Nov 23, 2022
Updated 8mo ago

Evaluation results

MethodLinks
StrokeNetTotal Parameters=59M, Embedding Parameters=15M2022.1150.2
ManifoldTotal Parameters=83M, Embedding Parameters=46M2022.1149.5
AdvAugTotal Parameters=95M, Embedding Parameters=39M2022.1148.9
VanillaTotal Parameters=80M, Embedding Parameters=36M2022.1147.7
AdvGenTotal Parameters=95M, Embedding Parameters=39M2022.1147.4
Shared-PrivateTotal Parameters=63M, Embedding Parameters=19M2022.1144.5
SAWRBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.0543.6
Tree-RNNBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.0543.38
Tree-LinearizationBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.0543.02
TransformerBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.0542.76