Joint Event Relation Identification Based on Multiscale Convolutional Neural Network and Sharing Strategy

Table 1

Experimental results.

Model	Precision	Recall	F1
CNN-GRU-CRF	0.521	0.438	0.476
Attention-LSTM	0.493	0.469	0.481
Joint identification method	0.628	0.542	0.582
Encoder sharing	0.631	0.549	0.587
Decoder sharing	0.649	0.548	0.594
Both sharing	0.675	0.581	0.624