Table 6 The ablation experimental results of three algorithms.
Model | Precision (%) | Recall (%) | F1 (%) |
---|---|---|---|
Word2Vec + BILSTM | 89.87 | 86.91 | 88.37 |
GloVe + BILSTM | 86.78 | 83.22 | 85.97 |
BERT + BILSTM | 95.74 | 90.56 | 93.10 |
Model | Precision (%) | Recall (%) | F1 (%) |
---|---|---|---|
Word2Vec + BILSTM | 89.87 | 86.91 | 88.37 |
GloVe + BILSTM | 86.78 | 83.22 | 85.97 |
BERT + BILSTM | 95.74 | 90.56 | 93.10 |