Automatic text summarization methods: A comprehensive review

G Sharma, D Sharma - SN Computer Science, 2022 - Springer
Text summarization is the process of condensing a long text into a shorter version by
maintaining the key information and its meaning. Automatic text summarization can save …

A survey of automatic text summarization: Progress, process and challenges

MF Mridha, AA Lima, K Nur, SC Das, M Hasan… - IEEE …, 2021 - ieeexplore.ieee.org
With the evolution of the Internet and multimedia technology, the amount of text data has
increased exponentially. This text volume is a precious source of information and knowledge …

COSUM: Text summarization based on clustering and optimization

RM Alguliyev, RM Aliguliyev, NR Isazade… - Expert …, 2019 - Wiley Online Library
Text summarization is a process of extracting salient information from a source text and
presenting that information to the user in a condensed form while preserving its main …

MCMR: Maximum coverage and minimum redundant text summarization model

RM Alguliev, RM Aliguliyev, MS Hajirahimova… - Expert Systems with …, 2011 - Elsevier
In paper, we propose an unsupervised text summarization model which generates a
summary by extracting salient sentences in given document (s). In particular, we model text …

Extractive text summarization models for Urdu language

A Nawaz, M Bakhtyar, J Baber, I Ullah, W Noor… - Information Processing …, 2020 - Elsevier
In the recent few years, a lot of advancement has been made in Urdu linguistics. There are
many portals and news websites that are generating a huge amount of data every day …

Arabic single-document text summarization using particle swarm optimization algorithm

RZ Al-Abdallah, AT Al-Taani - Procedia Computer Science, 2017 - Elsevier
In this research, we propose the use of Particle Swarm Optimization (PSO) algorithm for the
extraction of summaries for single Arabic documents. The PSO approach is compared with …

Automatic arabic text summarization using analogical proportions

B Elayeb, A Chouigui, M Bounhas, OB Khiroun - Cognitive Computation, 2020 - Springer
Automatic text summarization is the process of generating or extracting a brief
representation of an input text. There are several algorithms for extractive summarization in …

Evolutionary algorithms for extractive automatic text summarization

YK Meena, D Gopalani - Procedia Computer Science, 2015 - Elsevier
Due to the exponential growth of documents on internet, users want all the relevant data at
one place without any hassle. This led to the growth of Automatic Text Summarization. For …

Binary Particle Swarm Optimization with an improved genetic algorithm to solve multi-document text summarization problem of Hindi documents

SS Aote, A Pimpalshende, A Potnurwar… - Engineering Applications of …, 2023 - Elsevier
Automatic text summarization plays a vital role in text retrieval. However, very little interest,
as well as attention to Hindi text summarization and the wide use of hybridization of an …

[HTML][HTML] A hybrid approach for paraphrase identification based on knowledge-enriched semantic heuristics

M Mohamed, M Oussalah - Language Resources and Evaluation, 2020 - Springer
In this paper, we propose a hybrid approach for sentence paraphrase identification. The
proposal addresses the problem of evaluating sentence-to-sentence semantic similarity …