Automatic Keyword Extraction for Text Summarization: A Survey

04/11/2017
by   Santosh Kumar Bharti, et al.
0

In recent times, data is growing rapidly in every domain such as news, social media, banking, education, etc. Due to the excessiveness of data, there is a need of automatic summarizer which will be capable to summarize the data especially textual data in original document without losing any critical purposes. Text summarization is emerged as an important research area in recent past. In this regard, review of existing work on text summarization process is useful for carrying out further research. In this paper, recent literature on automatic keyword extraction and text summarization are presented since text summarization process is highly depend on keyword extraction. This literature includes the discussion about different methodology used for keyword extraction and text summarization. It also discusses about different databases used for text summarization in several domains along with evaluation matrices. Finally, it discusses briefly about issues and research challenges faced by researchers along with future direction.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/19/2018

A Survey on Neural Network-Based Summarization Methods

Automatic text summarization, the automated process of shortening a text...
research
12/19/2022

Graph-based Semantical Extractive Text Analysis

In the past few decades, there has been an explosion in the amount of av...
research
03/20/2020

TNT-KID: Transformer-based Neural Tagger for Keyword Identification

With growing amounts of available textual data, development of algorithm...
research
09/28/2022

Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer

The paper explores the relevance of the Text-To-Text Transfer Transforme...
research
04/11/2022

Towards Automatically Generating Release Notes using Extractive Summarization Technique

Release notes are admitted as an essential document by practitioners. Th...
research
08/06/2019

Text Summarization in the Biomedical Domain

This chapter gives an overview of recent advances in the field of biomed...

Please sign up or login with your details

Forgot password? Click here to reset