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