Continuous Similarity Learning with Shared Neural Semantic Representation for Joint Event Detection and Evolution

Table 2

Comparison of different models on event detection.

Method	P (%)	R (%)	F1 (%)	(%)	ACC (%)
DBSCAN	51.39	70.49	59.44	72.57	51.71
LSH	59.31	61.06	60.17	69.47	57.92
JEDS	67.44	71.19	69.26	53.20	76.08
JEDE	75.14	71.75	73.41	50.06	77.21

The bold values highlight the performance of the proposed JEDE model on several metrics. It can be seen from Table 2 that our model performs better than other baseline models. We have described these results in Section 5.3.