Code-switched text synthesis on Bn-En
21.49BLEUGupta et al. (2020)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gupta et al. (2020)Type=Supervised2023.05 | 21.49 | 27.32 | |
| Fine-tuned PMMTM on all language pairs (augment-MMT)Type=Supervised2023.05 | 13.08 | 38.69 | |
| Fine-tuned PMMTM on all language pairs (mBART50-MMT)Type=Supervised2023.05 | 12.49 | 38.67 | |
| GLOSS (augment-MMT + prefix)Type=Zero-shot transfer2023.05 | 9.65 | 32.63 | |
| GLOSS (mBART50-MMT + prefix)Type=Zero-shot transfer2023.05 | 5.21 | 26.83 | |
| Machine TranslationType=Unsupervised2023.05 | 4.78 | 16.82 | |
| Fine-tuned PMMTM on available language pairsType=Zero-shot transfer2023.05 | 3.05 | 18.57 | |
| Copy InputType=Unsupervised2023.05 | 2.66 | 19.28 | |
| GLOSS (mBART50-MMT + adapter)Type=Zero-shot transfer2023.05 | 2.31 | 22.07 | |
| GLOSS (augment-MMT + adapter)Type=Zero-shot transfer2023.05 | 2.16 | 18.6 | |
| Translate, Align, then SwapType=Unsupervised2023.05 | 1.91 | 16.06 |