Cross-Lingual Summarization on Wikilingua Hi-En
34.16ROUGE-1DOCmT5-25-Large
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DOCmT5-25-LargePre-training Strategy=Cross-Lingual2021.12 | 34.16 | 13.26 | 27.93 | |
| DOCmT5-5-LargePre-training Strategy=Cross-Lingual2021.12 | 33.15 | 12.68 | 27.35 | |
| DOCmT5-25Pre-training Strategy=Cross-Lingual2021.12 | 32.33 | 11.99 | 26.25 | |
| DOCmT5-5Pre-training Strategy=Cross-Lingual2021.12 | 32.24 | 11.84 | 26.06 | |
| mT5 w. DrPre-training Strategy=Mono-Lingual2021.12 | 31.13 | 11.18 | 25.16 | |
| mT5 w. DocTLMPre-training Strategy=Cross-Lingual2021.12 | 30.48 | 11.24 | 24.92 | |
| mT5 w. DocNMTPre-training Strategy=Cross-Lingual2021.12 | 29.33 | 10.12 | 23.86 | |
| mT5 w. cont-5langsPre-training Strategy=Mono-Lingual2021.12 | 28.93 | 10.06 | 23.37 | |
| mT5Pre-training Strategy=Mono-Lingual2021.12 | 26.18 | 8.51 | 20.91 |