TABLE 6.

F₁ values of event extraction.

Event category	CNN-BiLSTM-PCNN	GCN	NeuroEAE	AT-NeuroEAE
Acquisition	0.588	0.542	0.689	0.734
Perform analysis	0.448	0.596	0.547	0.671
Perform experiment	0.368	0.429	0.612	0.853
Effect	0.569	0.576	0.690	0.692
Activate	0.614	0.682	0.809	0.756
Deactivate	0.922	0.952	0.974	0.608