Interactive Dual Attention Network for Text Sentiment Classification

Table 4

Results for the ablation experiments.

Approach	ChnSentiCorp		NLPCC-CN		NLPCC-EN		MR
	Accuracy	Macro-F1	Accuracy	Macro-F1	Accuracy	Macro-F1	Accuracy	Macro-F1
IDAN-W2V	0.9145	0.9078	0.7667	0.7657	0.8621	0.8515	0.7986	0.7870
IDAN-NIL	0.9262	0.9141	0.8002	0.7866	0.9155	0.9069	0.8214	0.8100
IDAN-NSTI	0.9233	0.9099	0.8045	0.7911	0.9128	0.9062	0.8225	0.8134
IDAN-NGA	0.9184	0.9133	0.8067	0.7920	0.9164	0.9068	0.8254	0.8130
IDAN	0.9297	0.9293	0.8005	0.7875	0.9181	0.9145	0.8266	0.8135

Bold values indicate the best performances.