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ResearchFormerly WizWand

Cross-Lingual Summarization on Wikilingua Es-En Seen Languages GEM

38.3ROUGE-1mBART
29.636831.885934.13536.3841Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
mBARTCategory=Previous Systems2021.1238.315.432.4
DOCmT5-25-LargeCategory=DOCmT5 Variants, Model Size=Large2021.1236.7915.0431.48
DOCmT5-5Category=DOCmT5 Variants2021.1236.614.5530.64
DOCmT5-25Category=DOCmT5 Variants2021.1236.4214.4730.51
DOCmT5-5-LargeCategory=DOCmT5 Variants, Model Size=Large2021.1236.3414.6931.14
mT5 w. DrCategory=Mono-Lingual, Objective=Document-Reordering (Dr)2021.1236.2214.1830.31
mT5 w. DocTLMCategory=Cross-Lingual, Objective=DocTLM2021.1235.413.7629.71
mT5 w. cont-5langsCategory=Mono-Lingual, Objective=cont-5langs2021.1234.512.8328.37
mT5 w. DocNMTCategory=Cross-Lingual, Objective=DocNMT2021.1233.4512.5629.04
mT5Category=Mono-Lingual2021.1229.9710.6525.7