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 …

[HTML][HTML] Benchmarking large language models for news summarization

T Zhang, F Ladhak, E Durmus, P Liang… - Transactions of the …, 2024 - direct.mit.edu
Large language models (LLMs) have shown promise for automatic summarization but the
reasons behind their successes are poorly understood. By conducting a human evaluation …

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 …

[PDF][PDF] A comprehensive survey on text summarization systems

S Gholamrezazadeh, MA Salehi… - 2009 2nd international …, 2009 - hpcclab.org
Text summarization systems are among the most attractive research areas nowadays.
Summarization systems offers the possibility of finding the main points of texts and so the …

A survey of text summarization techniques

A Nenkova, K McKeown - Mining text data, 2012 - Springer
Numerous approaches for identifying important content for automatic text summarization
have been developed to date. Topic representation approaches first derive an intermediate …

Automatic summarization

A Nenkova, K McKeown - Foundations and Trends® in …, 2011 - nowpublishers.com
It has now been 50 years since the publication of Luhn's seminal paper on automatic
summarization. During these years the practical need for automatic summarization has …

A survey on clustering algorithms for wireless sensor networks

AA Abbasi, M Younis - Computer communications, 2007 - Elsevier
The past few years have witnessed increased interest in the potential use of wireless sensor
networks (WSNs) in applications such as disaster management, combat field …

[PDF][PDF] Introduction to the special issue on summarization

D Radev, E Hovy, K McKeown - Computational linguistics, 2002 - aclanthology.org
As the amount of on-line information increases, systems that can automatically summarize
one or more documents become increasingly desirable. Recent research has investigated …

Sentence fusion for multidocument news summarization

R Barzilay, KR McKeown - Computational Linguistics, 2005 - direct.mit.edu
A system that can produce informative summaries, highlighting common information found in
many online documents, will help Web users to pinpoint information that they need without …

[PDF][PDF] Тезаурусы в задачах информационного поиска

НВ Лукашевич - 2010 - labinform.ru
Область современного информационного поиска чрезвычайно разнообразна. Она
включает такие задачи, как собственно поиск информации, фильтрация, рубрикация и …