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Document-Level Machine Translation on WMT20 De-En (test)

44.73d-BLEUDOCmT5-5-Large
28.45432.679536.90541.1305Dec 16, 2021

Evaluation results

MethodLinks
DOCmT5-5-LargePretraining Category=Cross-Lingual, Model Size=Large2021.1244.73
NTTCategory=Previous Systems2021.1243.8
DOCmT5-25-LargePretraining Category=Cross-Lingual, Model Size=Large2021.1243.49
OPPOCategory=Previous Systems2021.1242.2
DOCmT5-5Pretraining Category=Cross-Lingual2021.1242.19
w. DocNMTPretraining Category=Cross-Lingual2021.1241.23
DOCmT5-25Pretraining Category=Cross-Lingual2021.1240.99
PROMTCategory=Previous Systems2021.1239.6
w. DocTLMPretraining Category=Cross-Lingual2021.1237.74
mT5 w. DrPretraining Category=Mono-Lingual, Objective=Document-Reordering (Dr)2021.1236.71
mT5 w. cont-5langsPretraining Category=Mono-Lingual, Objective=cont-5langs2021.1232.24
mT5Pretraining Category=Mono-Lingual2021.1229.08