Table 9 Ablation experiment results.
From: A novel approach for multiclass sentiment analysis on Chinese social media with ERNIE-MCBMA
Models | Acc | Pre | Recall | F1 |
|---|---|---|---|---|
ERNIE | 77.64 | 78.49 | 77.64 | 77.91 |
ERNIE with Multi-channel CNN | 77.48 | 77.33 | 77.48 | 77.35 |
ERNIE with BiLSTM-Multi-Attention | 77.18 | 78.34 | 77.18 | 77.50 |
ERNIE-MCBMA | 78.26 | 78.95 | 78.26 | 78.45 |
