Textual Style Transfer on Russian Detoxification Dataset
0.923STAmBART 3000 ENG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| mBART 3000 ENGEvaluation Setup=Cross-lingual Setup, Training Language=English, Training Iterations=30002022.06 | 0.923 | 0.395 | 0.552 | 0.202 | |
| mBART 5000 ENGEvaluation Setup=Cross-lingual Setup, Training Language=English, Training Iterations=50002022.06 | 0.9 | 0.299 | 0.591 | 0.16 | |
| mT5 base ENGEvaluation Setup=Cross-lingual Setup, Training Language=English2022.06 | 0.838 | 0.276 | 0.506 | 0.115 | |
| condBERTEvaluation Setup=Baselines2022.06 | 0.819 | 0.778 | 0.744 | 0.422 | |
| mT5 small ENGEvaluation Setup=Cross-lingual Setup, Training Language=English2022.06 | 0.805 | 0.225 | 0.43 | 0.077 | |
| mT5 base*Evaluation Setup=Multilingual Setup, Training Language=All English and Russian data available (not equalized)2022.06 | 0.773 | 0.676 | 0.795 | 0.43 | |
| mT5 baseEvaluation Setup=Multilingual Setup, Training Language=English and Russian (equalized)2022.06 | 0.772 | 0.676 | 0.795 | 0.43 | |
| mT5 smallEvaluation Setup=Multilingual Setup, Training Language=English and Russian (equalized)2022.06 | 0.745 | 0.705 | 0.794 | 0.428 | |
| mBART 5000 (FSMT)Evaluation Setup=Backtranslation Setup, Engine=FSMT2022.06 | 0.737 | 0.633 | 0.731 | 0.348 | |
| mBART 5000 RUSEvaluation Setup=Cross-lingual Setup, Training Language=Russian, Training Iterations=50002022.06 | 0.724 | 0.746 | 0.827 | 0.457 | |
| mBART 3000 RUSEvaluation Setup=Cross-lingual Setup, Training Language=Russian, Training Iterations=30002022.06 | 0.699 | 0.778 | 0.858 | 0.475 | |
| mBART 5000Evaluation Setup=Multilingual Setup, Training Language=English and Russian (equalized), Training Iterations=50002022.06 | 0.685 | 0.778 | 0.841 | 0.449 | |
| mT5 base RUSEvaluation Setup=Cross-lingual Setup, Training Language=Russian2022.06 | 0.676 | 0.794 | 0.846 | 0.454 | |
| mBART 5000 (Google)Evaluation Setup=Backtranslation Setup, Engine=Google2022.06 | 0.675 | 0.669 | 0.634 | 0.284 | |
| mT5 small RUSEvaluation Setup=Cross-lingual Setup, Training Language=Russian2022.06 | 0.559 | 0.822 | 0.817 | 0.363 | |
| DeleteEvaluation Setup=Baselines2022.06 | 0.532 | 0.875 | 0.834 | 0.364 |