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ResearchFormerly WizWand

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

37.66ROUGE-1DOCmT5-25-Large
29.672831.746433.8235.8936Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DOCmT5-25-LargeCategory=DOCmT5 Variants, Model Size=Large2021.1237.6616.6831.37
DOCmT5-5-LargeCategory=DOCmT5 Variants, Model Size=Large2021.1237.1116.430.63
DOCmT5-5Category=DOCmT5 Variants2021.1237.0216.6430.97
DOCmT5-25Category=DOCmT5 Variants2021.1235.9916.1329.67
mT5 w. DocTLMCategory=Cross-Lingual, Objective=DocTLM2021.1234.8515.3528.88
mBARTCategory=Previous Systems2021.1234.41328.1
mT5 w. DrCategory=Mono-Lingual, Objective=Document-Reordering (Dr)2021.1234.2514.9328.5
mT5 w. DocNMTCategory=Cross-Lingual, Objective=DocNMT2021.1233.3214.127.54
mT5 w. cont-5langsCategory=Mono-Lingual, Objective=cont-5langs2021.1232.1213.7126.4
mT5Category=Mono-Lingual2021.1229.9811.9624.56