Cross-Lingual Summarization on Wikilingua Vi-En Seen Languages GEM
33.29ROUGE-1DOCmT5-5-Large
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DOCmT5-5-LargeCategory=DOCmT5 Variants, Model Size=Large2021.12 | 33.29 | 12.35 | 27.5 | |
| DOCmT5-25-LargeCategory=DOCmT5 Variants, Model Size=Large2021.12 | 32.43 | 11.87 | 27.04 | |
| DOCmT5-5Category=DOCmT5 Variants2021.12 | 32.13 | 11.81 | 26.72 | |
| mBARTCategory=Previous Systems2021.12 | 32 | 11.1 | 26.4 | |
| DOCmT5-25Category=DOCmT5 Variants2021.12 | 31.71 | 11.53 | 26.4 | |
| mT5 w. DocTLMCategory=Cross-Lingual, Objective=DocTLM2021.12 | 30.35 | 10.86 | 25.03 | |
| mT5 w. DrCategory=Mono-Lingual, Objective=Document-Reordering (Dr)2021.12 | 30.07 | 10.46 | 25 | |
| mT5 w. cont-5langsCategory=Mono-Lingual, Objective=cont-5langs2021.12 | 28.95 | 9.74 | 23.76 | |
| mT5 w. DocNMTCategory=Cross-Lingual, Objective=DocNMT2021.12 | 27.6 | 9.26 | 22.52 | |
| mT5Category=Mono-Lingual2021.12 | 24.38 | 7.39 | 19.59 |