Research Article
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 |
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