Text Classification: A Perspective of Deep Learning Methods

The paper discusses the importance of deep learning methods in text classification due to the rapid growth of online information. Text classification which automatically sorts documents into predefined categories based on their content is essential in information extraction. The paper reviews deep learning-based text classification algorithms, feature extraction, data reduction, and evaluation strategies. It also compares and summarizes different deep learning text classification methods.

Publication date: 26 Sep 2023
Project Page: 11612201@mail.sustech.edu.cn
Paper: https://arxiv.org/pdf/2309.13761