Semantic graph reduction approach for abstractive text summarization

IF Moawad, M Aref - 2012 Seventh International Conference on …, 2012 - ieeexplore.ieee.org
One of the important Natural Language Processing applications is Text Summarization,
which helps users to manage the vast amount of information available, by condensing …

An approach to abstractive text summarization

HT Le, TM Le - … Conference on Soft Computing and Pattern …, 2013 - ieeexplore.ieee.org
Abstractive summarization is the technique of generating a summary of a text from its main
ideas, not by copying verbatim most salient sentences from text. This is an important and …

Text summarization for Malayalam documents—An experience

R Kabeer, SM Idicula - … on Data Science & Engineering (ICDSE …, 2014 - ieeexplore.ieee.org
The amount of data available in the internet is increasing at a very high speed. Text
summarization has helped in making a better use of the information available online …

Use of fuzzy logic and wordnet for improving performance of extractive automatic text summarization

J Yadav, YK Meena - 2016 international conference on …, 2016 - ieeexplore.ieee.org
Text Summarization produces a shorter version of large text documents by selecting most
relevant information. Text summarization systems are of two types: extractive and …

Single document extractive text summarization using genetic algorithms

N Chatterjee, A Mittal, S Goyal - 2012 Third International …, 2012 - ieeexplore.ieee.org
This paper presents an extraction based single document text summarization technique
using Genetic Algorithms. A given document is represented as a weighted Directed Acyclic …

Abstractive text summarization based on improved semantic graph approach

A Khan, N Salim, H Farman, M Khan, B Jan… - International Journal of …, 2018 - Springer
The goal of abstractive summarization of multi-documents is to automatically produce a
condensed version of the document text and maintain the significant information. Most of the …

A survey on abstractive text summarization

N Moratanch, S Chitrakala - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Text Summarization is the task of extracting salient information from the original text
document. In this process, the extracted information is generated as a condensed report and …

An overview of text summarization techniques

N Andhale, LA Bewoor - 2016 international conference on …, 2016 - ieeexplore.ieee.org
Text Summarization is the process of creating a condensed form of text document which
maintains significant information and general meaning of source text. Automatic text …

Automatic text summarization based on sentences clustering and extraction

P Zhang, C Li - 2009 2nd IEEE international conference on …, 2009 - ieeexplore.ieee.org
Technology of automatic text summarization plays an important role in information retrieval
and text classification, and may provide a solution to the information overload problem. Text …

Automatic text summarization of news articles

P Sethi, S Sonawane, S Khanwalker… - … Conference on Big …, 2017 - ieeexplore.ieee.org
Text Summarization has always been an area of active interest in the academia. In recent
times, even though several techniques have being developed for automatic text …