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ResearchFormerly WizWand

Machine Translation on BMELD Ch=>En (test)

27.58BLEUSML
18.157620.603823.0525.4962Jul 23, 2021Sep 9, 2021Oct 27, 2021Dec 14, 2021Jan 31, 2022Mar 20, 2022May 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SMLModel Size=Big2022.0527.5850.6
SMLModel Size=Base2022.0526.4251.4
CSA-NCTModel Size=Big2022.0523.6954.7
CPCCModel Setting=Big2021.0722.9854.6
CPCCModel Size=Big2022.0522.9854.6
CPCCModel Setting=Base2021.0722.555.7
CPCCModel Size=Base2022.0522.555.7
CSA-NCTModel Size=Base2022.0522.3655.9
Gate-Trans.Model Size=Big2022.0522.2655.8
V-Transformer+FTModel Setting=Big2021.0722.2455.9
Transformer+FTModel Setting=Big2021.0722.1556.1
Trans.Model Size=Big, Fine-tuned=true2022.0522.1556.1
V-Transformer+FTModel Setting=Base2021.0721.8656.3
Transformer+FTModel Setting=Base2021.0721.5956.7
Trans.Model Size=Base, Fine-tuned=true2022.0521.5956.7
Doc-Transformer+FTModel Setting=Big2021.0721.3857.7
NCTModel Size=Big2022.0521.3857.7
Dia-Transformer+FTModel Setting=Big2021.0721.0958.1
Dia-Trans.Model Size=Big2022.0521.0958.1
Gate-Trans.Model Size=Base2022.0521.0356.9
Doc-Transformer+FTModel Setting=Base2021.0720.6159.8
NCTModel Size=Base2022.0520.6159.8
Dia-Transformer+FTModel Setting=Base2021.0720.4960.1
Dia-Trans.Model Size=Base2022.0520.4960.1
TransformerModel Setting=Big2021.0719.5857.7
Trans. w/o FTModel Size=Big, Fine-tuned=false2022.0519.5857.7
TransformerModel Setting=Base2021.0718.5259.1
Trans. w/o FTModel Size=Base, Fine-tuned=false2022.0518.5259.1