Automatic text summarization: A comprehensive survey

WS El-Kassas, CR Salama, AA Rafea… - Expert systems with …, 2021 - Elsevier
Abstract Automatic Text Summarization (ATS) is becoming much more important because of
the huge amount of textual content that grows exponentially on the Internet and the various …

Exploring the landscape of automatic text summarization: a comprehensive survey

B Khan, ZA Shah, M Usman, I Khan, B Niazi - IEEE Access, 2023 - ieeexplore.ieee.org
The discipline of Automatic Text Summarization (ATS), which is expanding quickly, intends
to automatically create summaries of enormous amounts of text so that readers can save …

Method of text summarization using LSA and sentence based topic modelling with Bert

H Gupta, M Patel - … on artificial intelligence and smart systems …, 2021 - ieeexplore.ieee.org
Document summarization is one such task of the natural language processing which deals
with the long textual data to make its concise and fluent summaries that contains all of …

Survey of text document summarization based on ensemble topic vector clustering model

G Bharathi Mohan, R Prasanna Kumar - IoT Based Control Networks and …, 2022 - Springer
Text document analysis has recently emerged as a promising strategy in content
summarization domain. The analysis can be carried out in two stages: Text abstraction, the …

Hybrid method for text summarization based on statistical and semantic treatment

N Alami, ME Mallahi, H Amakdouf, H Qjidaa - Multimedia Tools and …, 2021 - Springer
Text summarization presents several challenges such as considering semantic relationships
among words, dealing with redundancy and information diversity issues. Seeking to …

An improved method of automatic text summarization for web contents using lexical chain with semantic-related terms

HM Lynn, C Choi, P Kim - Soft Computing, 2018 - Springer
Many researches have been converging on automatic text summarization as increasing of
text documents due to the expansion of information diffusion constantly. The objective of this …

Recent progress on text summarization

S Alhojely, J Kalita - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Text summarization produces a summary of a document by highlighting its most important
content ideas. Researchers have been developing text summarization techniques since the …

Study on abstractive text summarization techniques

PR Dedhia, HP Pachgade, AP Malani… - … on emerging trends …, 2020 - ieeexplore.ieee.org
As there is an increase in the usage of digital applications, the availability of data generated
has increased to a tremendous scale. Data is an important component in almost every …

[PDF][PDF] Development of a Konkani language dataset for automatic text summarization and its challenges

J D'Silva, U Sharma - Int. J. Eng. Res. Technol, 2019 - academia.edu
Text summarization has gained tremendous popularity in the research field over the last few
years. Automatic Text summarization attempts to automate the summarization task, which …

Using statistical and semantic analysis for Arabic text summarization

N Alami, Y El Adlouni, N En-nahnahi… - … Conference on Information …, 2018 - Springer
Automatic text summarization is an essential tool to overcome the problem of information
overload. So far this field has not been studied enough for Arabic language and currently …