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ResearchFormerly WizWand

Machine Translation (DE-EN) on WMT 2016 (test)

40.2BLEUWMT best
12.255219.510126.76534.0199Sep 4, 2018
Updated 8mo ago

Evaluation results

MethodLinks
WMT bestParadigm=Supervised2018.0940.2
SMT (europarl)Paradigm=Supervised2018.0926.38
SMT (europarl) + w/o lexical reord.Paradigm=Supervised, Lexical Reordering=Excluded2018.0925.99
SMT (europarl) + constrained vocab.Paradigm=Supervised, Lexical Reordering=Excluded, Vocabulary=Constrained2018.0925.66
SMT (europarl) + unsup. tuningParadigm=Supervised, Lexical Reordering=Excluded, Vocabulary=Constrained, Tuning=Unsupervised2018.0923.35
Proposed systemParadigm=Unsupervised2018.0923.05
Proposed systemunsupervised=true, type=SMT2018.0923.05
Yang et al. (2018)unsupervised=true2018.0914.62
Lample et al. (2018)unsupervised=true2018.0913.33