Research Article
Identification of End-User Economical Relationship Graph Using Lightweight Blockchain-Based BERT Model
Table 4
Event classification results.
| Event type | Method | Precision | Recall | F1 | Correct rate |
| Working experiences | BERT model | 0.79 | 0.89 | 0.88 | 0.88 | Bi-LSTM-CRF | 0.86 | 0.85 | 0.83 | 0.86 |
| Educational experience | BERT-model | 0.78 | 0.89 | 0.83 | 0.79 | Bi-LSTM-CRF | 0.76 | 0.86 | 0.78 | 0.76 |
|
|