Table 7 Effect of different character contextual embedding strategies on the proposed method

Character Embedding	Character Tag	AUROC	AUPR	Accuracy	Precision	Recall	F1 score
VAE on Glyph Image		0.9587	0.7883	0.9537	0.7584	0.7206	0.7390
SGNS	Primary	0.9464	0.7337	0.9460	0.7329	0.6405	0.6835
	Secondary	0.9496	0.7375	0.9454	0.7308	0.6344	0.6791
	Both tags	0.9535	0.7592	0.9481	0.7305	0.6812	0.7050
CBOW-NEG	Primary	0.9353	0.6941	0.9398	0.7033	0.5856	0.6389
	Secondary	0.9405	0.7106	0.9415	0.7152	0.5932	0.6482
	Both tags	0.9469	0.7308	0.9446	0.7188	0.6416	0.6780
GloVe	Primary	0.9158	0.6336	0.9364	0.7247	0.4856	0.5815
	Secondary	0.9118	0.6188	0.9345	0.7153	0.4656	0.5638
	Both tags	0.9254	0.6631	0.9369	0.7086	0.5202	0.5999

Quick links

Search