Table 5 Ablation study on two datasets
From: Joint contrastive learning and belief rule base for named entity recognition in cybersecurity
Framework | Bridges et al. | OpenCS | ||||
|---|---|---|---|---|---|---|
P (%) | R (%) | F1 (%) | P (%) | R (%) | F1 (%) | |
JCLB | 95.16 | 94.30 | 94.73 | 91.59 | 90.68 | 91.13 |
C | 87.53 | 81.69 | 84.51 | 79.11 | 71.07 | 74.88 |
BIC | 88.63 | 84.34 | 86.43 | 83.80 | 73.51 | 78.32 |
BEC | 89.20 | 85.12 | 87.11 | 86.99 | 75.40 | 80.78 |
BIMC | 90.52 | 87.25 | 88.85 | 84.27 | 73.51 | 78.52 |
BEMC | 92.15 | 88.63 | 90.36 | 88.93 | 75.40 | 81.61 |
BBC | 89.62 | 85.82 | 87.68 | 87.95 | 78.14 | 83.63 |
BBMCB | 93.62 | 92.86 | 93.24 | 90.07 | 89.26 | 89.66 |