How to Improve Text Summarization and Classification by Mutual Cooperation on an Integrated Framework

作者：

Highlights：

• An effective integrated framework using both of summary and category information.

• The summarization technique utilizes the category information from classification.

• The classification technique utilizes the summary information from summarization.

• This integrated framework achieves significant improvement.

摘要

•An effective integrated framework using both of summary and category information.•The summarization technique utilizes the category information from classification.•The classification technique utilizes the summary information from summarization.•This integrated framework achieves significant improvement.

论文关键词：Text summarization,Text classification,Binary independence model,Cluster-based language model,Support vector machine

论文评审过程：Received 12 October 2015, Revised 30 April 2016, Accepted 1 May 2016, Available online 10 May 2016, Version of Record 17 May 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.05.001