Machine Translation on Ambiguous Constraint De-En 1.0 (test)
35.1SacreBLEUStage1 + Stage2 Tem.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Stage1 + Stage2 Tem.Selection Strategy=Proposed Disambiguation Network, Translation Model=LCNMT2023.05 | 35.1 | 71.23 | 75.44 | 32.45 | 32.71 | 48.95 | |
| TermMindMethod Variant=Baseline2023.05 | 33.1 | 54.42 | 58.25 | 26.99 | 27.92 | 47.25 | |
| Stage1 + Stage2 Vec.Selection Strategy=Proposed Disambiguation Network, Translation Model=VecConstNMT2023.05 | 33.1 | 58.23 | 69.12 | 28.37 | 28.02 | 47.59 | |
| Ambiguous Code-SwitchMethod Variant=Code-Switching2023.05 | 32.6 | 56.46 | 52.37 | 24.89 | 25.73 | 46.31 | |
| Random + Stage2 Tem.Selection Strategy=Random selection, Translation Model=LCNMT2023.05 | 31.6 | 26.11 | 37.19 | 12.36 | 13.48 | 46.92 | |
| Random + Stage2 Vec.Selection Strategy=Random selection, Translation Model=VecConstNMT2023.05 | 31.4 | 16.81 | 30.53 | 9.07 | 9.21 | 46.01 | |
| Most-Fre. + Stage2 Tem.Selection Strategy=Most-Frequent, Translation Model=LCNMT2023.05 | 31.3 | 27.88 | 38.95 | 12.45 | 12.59 | 46.45 | |
| Ambiguous Vec.Selection Strategy=Ambiguous selection, Translation Model=VecConstNMT2023.05 | 30.7 | 42.36 | 57.19 | 21.92 | 21.52 | 45.42 | |
| Most-Fre. + Stage2 Vec.Selection Strategy=Most-Frequent, Translation Model=VecConstNMT2023.05 | 30.5 | 19.47 | 30.88 | 11.51 | 10.86 | 44.08 | |
| VanillaSelection Strategy=N/A, Translation Model=Standard Transformer2023.05 | 29.7 | 7.96 | 16.84 | 4.43 | 4.42 | 44.23 |