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Machine Translation on WMT En-De 16 full (test)

30.1BLEUCBD
23.02824.86426.728.536Apr 23, 2018Dec 16, 2018Aug 10, 2019Apr 3, 2020Nov 26, 2020Jul 21, 2021Mar 16, 2022

Evaluation results

MethodLinks
CBDImplementation=Existing Works2022.0330.1
MASSImplementation=Our Implementation, Approach=+Self-training2022.0328.9
MASSImplementation=Existing Works, Approach=UNMT2022.0328.3
XLMImplementation=Our Implementation, Approach=+Self-training2022.0328.1
XLMImplementation=Our Implementation, Approach=UNMT2022.0327.2
MASSImplementation=Our Implementation, Approach=UNMT2022.0327.1
XLMImplementation=Existing Works, Approach=UNMT2022.0326.4
BiRNN + Syntactic & Semantic GCNEncoder=BiRNN, Syntactic GCN=Yes, Semantic GCN=Yes2018.0424.9
BiRNN + Semantic GCNEncoder=BiRNN, Syntactic GCN=No, Semantic GCN=Yes2018.0424.5
BiRNN + Syntactic GCNEncoder=BiRNN, Syntactic GCN=Yes, Semantic GCN=No2018.0423.9
BiRNN BaselineEncoder=BiRNN, Syntactic GCN=No, Semantic GCN=No2018.0423.3