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ResearchFormerly WizWand

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

33.56ROUGE-1DOCmT5-25-Large
27.68429.209530.73532.2605Dec 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DOCmT5-25-LargeCategory=DOCmT5 Variants, Model Size=Large2021.1233.5612.7728.46
DOCmT5-5-LargeCategory=DOCmT5 Variants, Model Size=Large2021.1233.1512.3227.8
mBARTCategory=Previous Systems2021.1233.111.927.8
DOCmT5-5Category=DOCmT5 Variants2021.1232.912.0927.41
mT5 w. DrCategory=Mono-Lingual, Objective=Document-Reordering (Dr)2021.1232.2911.6426.63
DOCmT5-25Category=DOCmT5 Variants2021.1230.9910.9425.78
mT5 w. DocNMTCategory=Cross-Lingual, Objective=DocNMT2021.1230.9311.0125.82
mT5 w. DocTLMCategory=Cross-Lingual, Objective=DocTLM2021.1230.2610.3324.78
mT5 w. cont-5langsCategory=Mono-Lingual, Objective=cont-5langs2021.1230.210.324.77
mT5Category=Mono-Lingual2021.1227.918.922.6