Research Article
Information Security Field Event Detection Technology Based on SAtt-LSTM
Table 3
Baseline methods and results.
| Baselines | P | R | F1 |
| Pattern matching | 0.627 | 0.508 | 0.561 | Expanded trigger vocabulary | 0.571 | 0.642 | 0.697 | LSTM | 0.676 | 0.655 | 0.626 | Bi-LSTM | 0.720 | 0.680 | 0.699 | Tree-LSTM | 0.634 | 0.744 | 0.709 | SAtt-LSTM | 0.691 | 0.812 | 0.731 |
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