Machine Translation on NIST Chinese-English MT02 (test)
50.34BLEUAdvAug
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvAugLoss Config.=L_aut + L_adv, Extra corpora=true2020.06 | 50.34 | |
| AdvAugLoss Config.=L_aut + L_adv, Extra corpora=false2020.06 | 49.03 | |
| AdvAugLoss Config.=L_clean + L_adv, Extra corpora=false2020.06 | 48.53 | |
| Edunov et al.Loss Config.=not elaborated, Extra corpora=true2020.06 | 47.78 | |
| Sennrich et al.Loss Config.=not elaborated, Extra corpora=true2020.06 | 47.31 | |
| Cheng et al.Loss Config.=not elaborated, Extra corpora=false2020.06 | 47.06 | |
| AdvAugLoss Config.=L_aut, Extra corpora=false2020.06 | 46.79 | |
| Sato et al.Loss Config.=not elaborated, Extra corpora=false2020.06 | 46.37 | |
| AdvAugLoss Config.=L_mixup, Extra corpora=false2020.06 | 46.32 | |
| Miyato et al.Loss Config.=not elaborated, Extra corpora=false2020.06 | 45.95 | |
| Vaswani et al.Loss Config.=L_clean, Extra corpora=false2020.06 | 45.49 | |
| Transformer2021.03 | 28.05 | |
| CNAT2021.03 | 22.16 | |
| NAT2021.03 | 12.31 |