Table 7 Performance of PConvRoBERTa on Laptop with different perturbation rate ε
From: Aspect-level sentiment classification with fused local and global context
Models | Laptop | |
|---|---|---|
Accuracy | Macro-F1 | |
PConvRoBERTa (ε = 0.01) | 82.13 | 79.16 |
PConvRoBERTa (ε = 0.1) | 81.35 | 78.21 |
PConvRoBERTa (ε = 1) | 82.13 | 78.95 |
PConvRoBERTa (ε = 2) | 83.54 | 80.89 |
PConvRoBERTa (ε = 5) | 82.13 | 78.75 |