Machine Translation on IWSLT17 En-Fr (test)
41.44BLEUCipherDAug - 2 keys
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CipherDAug - 2 keyssrc aug=false, tgt aug=false, |Θ|=3x2022.04 | 41.44 | — | |
| General + In-Domain Pre-trainingIn-Domain Pre-training=true2022.03 | 41.1 | 4.2 | |
| General + In-Domain Pre-training + Input AdaptationInput Adaptation=true, In-Domain Pre-training=true2022.03 | 41 | 1.7 | |
| General + Input AdaptationInput Adaptation=true2022.03 | 40.7 | 2.5 | |
| Data Diversesrc aug=true, tgt aug=true, |Θ|=7x2022.04 | 40.67 | — | |
| CipherDAug - 1 keysrc aug=false, tgt aug=false, |Θ|=2x2022.04 | 40.39 | — | |
| General2022.03 | 40.2 | 4.7 | |
| General + In-Domain Pre-training + Input AdaptationInput Adaptation=true, In-Domain Pre-training=true2022.03 | 40.1 | 3 | |
| RAML+SwitchOutsrc aug=true, tgt aug=true, |Θ|=1x2022.04 | 40.02 | — | |
| BPE-Dropoutsrc aug=true, tgt aug=true, |Θ|=1x2022.04 | 40.02 | — | |
| General + In-Domain Pre-trainingIn-Domain Pre-training=true2022.03 | 39.9 | 5.5 | |
| RAMLsrc aug=false, tgt aug=true, |Θ|=1x2022.04 | 39.55 | — | |
| SwitchOutsrc aug=true, tgt aug=false, |Θ|=1x2022.04 | 39.49 | — | |
| General + Input AdaptationInput Adaptation=true2022.03 | 39.4 | 1.5 | |
| Transformersrc aug=false, tgt aug=false, |Θ|=1x2022.04 | 39.37 | — | |
| General2022.03 | 39.2 | 7.8 | |
| Baseline2022.03 | 35.3 | 1.6 | |
| Baseline2022.03 | 35.1 | 1.7 |