Cross-Lingual Summarization on Wikilingua Es-En Seen Languages GEM
38.3ROUGE-1mBART
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| mBARTCategory=Previous Systems2021.12 | 38.3 | 15.4 | 32.4 | |
| DOCmT5-25-LargeCategory=DOCmT5 Variants, Model Size=Large2021.12 | 36.79 | 15.04 | 31.48 | |
| DOCmT5-5Category=DOCmT5 Variants2021.12 | 36.6 | 14.55 | 30.64 | |
| DOCmT5-25Category=DOCmT5 Variants2021.12 | 36.42 | 14.47 | 30.51 | |
| DOCmT5-5-LargeCategory=DOCmT5 Variants, Model Size=Large2021.12 | 36.34 | 14.69 | 31.14 | |
| mT5 w. DrCategory=Mono-Lingual, Objective=Document-Reordering (Dr)2021.12 | 36.22 | 14.18 | 30.31 | |
| mT5 w. DocTLMCategory=Cross-Lingual, Objective=DocTLM2021.12 | 35.4 | 13.76 | 29.71 | |
| mT5 w. cont-5langsCategory=Mono-Lingual, Objective=cont-5langs2021.12 | 34.5 | 12.83 | 28.37 | |
| mT5 w. DocNMTCategory=Cross-Lingual, Objective=DocNMT2021.12 | 33.45 | 12.56 | 29.04 | |
| mT5Category=Mono-Lingual2021.12 | 29.97 | 10.65 | 25.7 |