Incorporating Context-Relevant Concepts into Convolutional Neural Networks for Short Text Classification

Jingyun Xu
Jingyun Xu
Xin Wu
Xin Wu
Xue Lei
Xue Lei
Qingbao Huang
Qingbao Huang

Neurocomputing, pp. 42-53, 2020.

Cited by: 1|Views35
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Abstract:

Text classification is an important task in natural language processing. Previous text classification models do not perform well on short texts due to the data sparsity problem. In order to solve this problem, recent research extracts concepts of words to enrich text representation. However, this approach might bring general concepts, whi...More

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