A Hybrid Neural Network BERT-Cap Based on Pre-Trained Language Model and Capsule Network for User Intent Classification

Table 1

The statistics of the four datasets.

Datasets	Training	Developing	Testing	Total	#Categories
SNIPS	13,048	700	700	14,408	7
StackOverFlow	18,000	1,000	1,000	20,000	20
ECDT	2,299	770	667	3,736	31
FDQuestion	13,465	865	1,078	15,408	9