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ResearchFormerly WizWand

Machine Translation on WMT en-de 2016 (newstest)

28.3BLEUMASS
6.033611.814317.59523.3757Sep 4, 2018Oct 14, 2018Nov 24, 2018Jan 4, 2019Feb 14, 2019Mar 27, 2019May 7, 2019
Updated 8mo ago

Evaluation results

MethodLinks
MASSArchitecture=6-layer Transformer2019.0528.3
XLMArchitecture=6-layer Transformer2019.0527
Proposed systemunsupervised=true, type=SMT2018.0918.23
Lample et al. (2018)Architecture=4-layer Transformer2019.0517.16
Yang et al. (2018)Architecture=4-layer Transformer2019.0510.86
Yang et al. (2018)unsupervised=true2018.0910.86
Lample et al. (2017)Architecture=3-layer RNN2019.059.75
Lample et al. (2018)unsupervised=true2018.099.64
Artetxe et al. (2017)Architecture=2-layer RNN2019.056.89