Big Data Management and Analytics in Scientific Programming: A Deep Learning-Based Method for Aspect Category Classification of Question-Answering-Style Reviews

Table 3

Accuracy and Macro-F1 on the aspect category classification task on QA-style reviews with various sentence numbers in the Digit domain.

Answer	Question
	1		2		3		4
	Accuracy	F1	Accuracy	F1	Accuracy	F1	Accuracy	F1
1	—	—	0.783	0.680	0.752	0.641	0.742	0.611
2	0.792	0.727	0.871	0.810	0.781	0.676	0.744	0.623
3	0.816	0.753	0.785	0.698	0.806	0.682	0.767	0.655
4	0.818	0.755	0.808	0.704	0.800	0.692	0.755	0.677