Table 6 Experimental results of cybersecurity NER
From: Data and knowledge-driven named entity recognition for cyber security
Models | P | R | F1 |
|---|---|---|---|
BiLSTM-CRF | 83.19 | 82.62 | 82.91 |
BiLSTM-Dic-CRF | 85.37 | 87.25 | 86.62 |
BiLSTM-Att-CRF | 85.20 | 84.86 | 85.03 |
BiLSTM-Dic-Att-CRF | 90.19 | 86.60 | 88.36 |