Combining BERT Model with Semi-Supervised Incremental Learning for Heterogeneous Knowledge Fusion of High-Speed Railway On-Board System

Table 4

Ablation study on AD--SSI Model.

Model	Marco-P	Marco-R	Marco-F
AD--SSI	0.9859	0.9856	0.9857
Remove components
adversarial training	0.9812	0.9796	0.9803
SSI learning	0.9851	0.9850	0.9851
adversarial training & SSI learning	0.9794	0.9776	0.9784