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ResearchFormerly WizWand

Constrained Machine Translation on WMT EN-DE 2017 (test)

33.7BLEUNEUROLOGIC (greedy)
24.96427.23229.531.768Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NEUROLOGIC (greedy)Base Model=Marian MT2021.1233.797.2
NEUROLOGIC (sample)Base Model=Marian MT2021.1233.797.2
NEUROLOGIC* (beam)Base Model=Marian MT2021.1233.697.2
NEUROLOGICBase Model=Marian MT2021.1233.497.1
Post and Vilar (2018a)Base Model=Marian MT2021.123394.3
UnconstrainedBase Model=Marian MT2021.1232.985
NEUROLOGIC (greedy)Base Model=Dinu et al. (2019)2021.1226.795.8
NEUROLOGIC (sample)Base Model=Dinu et al. (2019)2021.1226.695.4
NEUROLOGIC* (beam)Base Model=Dinu et al. (2019)2021.1226.695.8
NEUROLOGICBase Model=Dinu et al. (2019)2021.1226.595.1
train-by-app.Base Model=Dinu et al. (2019)2021.122692.9
train-by-rep.Base Model=Dinu et al. (2019)2021.122694.5
UnconstrainedBase Model=Dinu et al. (2019)2021.1225.876.3
Post and Vilar (2018a)Base Model=Dinu et al. (2019)2021.1225.382