A Short Text Classification Method Based on Convolutional Neural Network and Semantic Extension

A Short Text Classification Method Based on Convolutional Neural Network and Semantic Extension

In order to solve the problem that traditional short text classification methods do not perform well on short text due to the data sparsity and insufficient semantic features, we propose a short text classification method based on convolutional neural network and semantic extension. Firstly, we prop...

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Bibliographic Details
Main Authors: Haitao Wang, Keke Tian, Zhengjiang Wu, Lei Wang
Format: Article
Language:English
Published: Springer 2020-12-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Short text
Classification
CNN
Semantic extension
Attention mechanism
Conceptualization
Online Access:https://www.atlantis-press.com/article/125948353/view

Internet

https://www.atlantis-press.com/article/125948353/view

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