Formality Style Transfer on GYAFC Family & Relationships (test)
81.37BLEUOurs (best)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (best)unlabeled_data=true2022.03 | 81.37 | 86.41 | 83.81 | |
| Ours (base)unlabeled_data=false2022.03 | 80.32 | 84.01 | 82.12 | |
| Chawla'sunlabeled_data=true2022.03 | 79.92 | 83.63 | 81.73 | |
| BART-large+SC+BLEUunlabeled_data=false2022.03 | 79.25 | 90.69 | 84.58 | |
| CARIunlabeled_data=false2022.03 | 78.05 | — | — | |
| Transformers (DA)unlabeled_data=true2022.03 | 77.97 | — | — | |
| GPT-CATunlabeled_data=false2022.03 | 77.26 | — | — | |
| NMT-Multi-taskunlabeled_data=false2022.03 | 75.35 | 80.03 | 77.62 | |
| Hybrid Annotationsunlabeled_data=true2022.03 | 74.36 | 82.96 | 78.42 | |
| NMTunlabeled_data=false2022.03 | 74.22 | — | — |