Code-switched text synthesis on Es-En
38.59BLEUFine-tuned PMMTM on all language pairs (augment-MMT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fine-tuned PMMTM on all language pairs (augment-MMT)Type=Supervised2023.05 | 38.59 | 63.36 | |
| Fine-tuned PMMTM on all language pairs (mBART50-MMT)Type=Supervised2023.05 | 37.82 | 62.54 | |
| GLOSS (augment-MMT + prefix)Type=Zero-shot transfer2023.05 | 24.85 | 51.88 | |
| GLOSS (mBART50-MMT + prefix)Type=Zero-shot transfer2023.05 | 23.47 | 50.52 | |
| GLOSS (mBART50-MMT + adapter)Type=Zero-shot transfer2023.05 | 23.04 | 49.75 | |
| Gupta et al. (2020)Type=Supervised2023.05 | 22.47 | 29.45 | |
| GLOSS (augment-MMT + adapter)Type=Zero-shot transfer2023.05 | 16.62 | 42.31 | |
| Machine TranslationType=Unsupervised2023.05 | 9.63 | 32.97 | |
| Fine-tuned PMMTM on available language pairsType=Zero-shot transfer2023.05 | 8.77 | 30.41 | |
| Translate, Align, then SwapType=Unsupervised2023.05 | 7.8 | 30.11 | |
| Copy InputType=Unsupervised2023.05 | 3.28 | 22.31 |