Research Area:  Machine Learning

Abstract:

In recent years, there has been a explosion in the amount of text data from a variety of sources. This volume of text is an invaluable source of information and knowledge which needs to be effectively summarized to be useful. In this review, the main approaches to automatic text summarization are described. We review the different processes for summarization and describe the effectiveness and shortcomings of the different methods.

Keywords:  
Text Summarization Techniques
Deep Neural Networks
Machine Learning
Deep Learning

Author(s) Name:  Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys Kochut

Publisher name:  arXiv:1707.02268

DOI:  10.48550/arXiv.1707.02268

Volume Information:  

Paper Link:   https://arxiv.org/abs/1707.02268