Research Article
The Named Entity Recognition of Chinese Cybersecurity Using an Active Learning Strategy
Table 5
Comparison of cybersecurity entity recognition results of different methods.
| | Model | Precision | Recall |
| | RANDOM-BiLSTM-CRF | 79.31 | 75.27 | | MTP-BiLSTM-CRF | 78.00 | 76.00 | | LTC-BiLSTM-CRF | 80.14 | 77.52 | | TPCL-BiLSTM-CRF | 82.1 | 78.32 | | RANDOM-BERT-RDCNN-CRF | 86.89 | 87.31 | | MTP-BERT-RDCNN-CRF | 84.45 | 85.97 | | LTC-BERT-RDCNN-CRF | 86.47 | 88.77 | | TPCL-BERT-RDCNN-CRF | 88.01 | 89.08 |
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