Table 5.
Analysis of MuDA’s generalization on SWSR dataset. SWSR Mac and MuDA SWSR are the resulting models of MacBertBase and MuDA fine-tuned with varying volumes of SWSR training data.
| # Data | SWSR Mac | MuDA SWSR | ||||
|---|---|---|---|---|---|---|
| Acc | MacF | Acc | MacF | |||
| 0 | – | – | 0.7489 | – | 0.7236 | – |
| 1,000 | 0.7679 | 0.7403 | 0.7935 | (+0.0256) | 0.7673 | (+0.027) |
| 2,000 | 0.7779 | 0.7529 | 0.8025 | (+0.0246) | 0.7802 | (+0.0273) |
| 3,000 | 0.7868 | 0.7628 | 0.7969 | (+0.0101) | 0.7724 | (+0.0096) |
| 4,000 | 0.7969 | 0.7738 | 0.8114 | (+0.0145) | 0.7927 | (+0.0189) |
| 5,000 | 0.7913 | 0.7696 | 0.8103 | (+0.0190) | 0.7887 | (+0.0191) |
| 6,000 | 0.798 | 0.778 | 0.8125 | (+0.0145) | 0.7977 | (+0.0197) |
| 7,177 | 0.8013 | 0.7854 | 0.8214 | (+0.0201) | 0.8050 | (+0.0196) |