Machine Translation on Ambiguous Constraint En-Zh 1.0 (test)
31.4SacreBLEUStage1 + Stage2 Tem.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Stage1 + Stage2 Tem.Selection Strategy=Proposed Disambiguation Network, Translation Model=LCNMT2023.05 | 31.4 | 84.59 | 89.65 | 42.01 | 42.88 | 44.84 | |
| Most-Fre. + Stage2 Tem.Selection Strategy=Most-Frequent, Translation Model=LCNMT2023.05 | 30.4 | 76.49 | 81.51 | 38.54 | 39.74 | 42.64 | |
| Ambiguous Vec.Selection Strategy=Ambiguous selection, Translation Model=VecConstNMT2023.05 | 30.1 | 70.92 | 78.72 | 37.12 | 38.32 | 42.44 | |
| Random + Stage2 Tem.Selection Strategy=Random selection, Translation Model=LCNMT2023.05 | 30.1 | 75.43 | 80.36 | 38.53 | 39.41 | 41.63 | |
| Random + Stage2 Vec.Selection Strategy=Random selection, Translation Model=VecConstNMT2023.05 | 29.8 | 67.27 | 75.48 | 37.27 | 36.35 | 41.8 | |
| Most-Fre. + Stage2 Vec.Selection Strategy=Most-Frequent, Translation Model=VecConstNMT2023.05 | 29.7 | 71.58 | 78.67 | 35.81 | 37.36 | 42.55 | |
| VanillaSelection Strategy=N/A, Translation Model=Standard Transformer2023.05 | 29.6 | 65.4 | 72.54 | 37.48 | 38 | 42.53 | |
| Stage1 + Stage2 Vec.Selection Strategy=Proposed Disambiguation Network, Translation Model=VecConstNMT2023.05 | 29.2 | 76.23 | 83.44 | 36.39 | 37.51 | 40.98 | |
| TermMindMethod Variant=Baseline2023.05 | 25.9 | 65.56 | 75.89 | 31.23 | 32.42 | 29.83 | |
| Ambiguous Code-SwitchMethod Variant=Code-Switching2023.05 | 25.6 | 65.43 | 73.27 | 30.67 | 31.88 | 30.12 |