Table 6 Performance of PConvRoBERTa on restaurant with different perturbation rate ε
From: Aspect-level sentiment classification with fused local and global context
Models | Restaurant | |
|---|---|---|
Accuracy | Macro-F1 | |
PConvRoBERTa (ε = 0.01) | 87.77 | 82.15 |
PConvRoBERTa (ε = 0.1) | 87.86 | 81.07 |
PConvRoBERTa (ε = 1) | 87.77 | 81.90 |
PConvRoBERTa (ε = 2) | 87.86 | 82.51 |
PConvRoBERTa (ε = 5) | 89.29 | 84.27 |