Translation Simplification on WMT APE (test)
45.1BLEUIterative Simplification Considering Age of Acquisition
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Iterative Simplification Considering Age of AcquisitionIterations=52024.08 | 45.1 | 88.2 | 60.1 | 8.64 | 9.45 | 8.03 | 0.97 | |
| Iterative Simplification Considering Age of AcquisitionIterations=22024.08 | 45 | 88.2 | 60 | 8.65 | 9.47 | 8.18 | 0.93 | |
| Iterative Simplification Considering Age of AcquisitionIterations=32024.08 | 45 | 88.2 | 60.1 | 8.64 | 9.46 | 8.09 | 0.95 | |
| Iterative Simplification Considering Age of AcquisitionIterations=42024.08 | 45 | 88.2 | 60.1 | 8.64 | 9.46 | 8.05 | 0.97 | |
| Iterative Simplification Considering Age of AcquisitionIterations=12024.08 | 44.9 | 88.2 | 59.8 | 8.69 | 9.5 | 8.42 | 0.85 | |
| APE2024.08 | 44.8 | 87.9 | 58.6 | 8.78 | 9.7 | 8.87 | 0.71 | |
| Multi-wordIterations=52024.08 | 44.6 | 88.2 | 59.8 | 8.78 | 9.52 | 8.23 | 0.94 | |
| Multi-wordIterations=12024.08 | 44.3 | 88.3 | 59.3 | 8.85 | 9.58 | 8.76 | 0.78 | |
| Constraint GenerationBeam size=202024.08 | 39.7 | 86.2 | 53.5 | 8.66 | 9.55 | 8.62 | 0.89 | |
| Constraint GenerationBeam size=62024.08 | 39.6 | 86.4 | 53.9 | 8.75 | 9.59 | 8.86 | 0.82 | |
| Initial translation2024.08 | 38.4 | 87.3 | 53.2 | 9.26 | 10 | 11.58 | 0 | |
| Direct TranslationLLM=GPT-3.5-turbo2024.08 | 30.5 | 84.8 | 49.5 | 8.37 | 8.17 | 9.14 | 0.66 | |
| MUSS2024.08 | 26.9 | 83.4 | 42.6 | 6.49 | 8.82 | 9.18 | 0.62 |