Cross-Lingual Summarization on Wikilingua Ru-En Seen Languages GEM
33.56ROUGE-1DOCmT5-25-Large
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DOCmT5-25-LargeCategory=DOCmT5 Variants, Model Size=Large2021.12 | 33.56 | 12.77 | 28.46 | |
| DOCmT5-5-LargeCategory=DOCmT5 Variants, Model Size=Large2021.12 | 33.15 | 12.32 | 27.8 | |
| mBARTCategory=Previous Systems2021.12 | 33.1 | 11.9 | 27.8 | |
| DOCmT5-5Category=DOCmT5 Variants2021.12 | 32.9 | 12.09 | 27.41 | |
| mT5 w. DrCategory=Mono-Lingual, Objective=Document-Reordering (Dr)2021.12 | 32.29 | 11.64 | 26.63 | |
| DOCmT5-25Category=DOCmT5 Variants2021.12 | 30.99 | 10.94 | 25.78 | |
| mT5 w. DocNMTCategory=Cross-Lingual, Objective=DocNMT2021.12 | 30.93 | 11.01 | 25.82 | |
| mT5 w. DocTLMCategory=Cross-Lingual, Objective=DocTLM2021.12 | 30.26 | 10.33 | 24.78 | |
| mT5 w. cont-5langsCategory=Mono-Lingual, Objective=cont-5langs2021.12 | 30.2 | 10.3 | 24.77 | |
| mT5Category=Mono-Lingual2021.12 | 27.91 | 8.9 | 22.6 |