[HTML][HTML] Review of automatic text summarization techniques & methods

AP Widyassari, S Rustad, GF Shidik… - Journal of King Saud …, 2022 - Elsevier
Text summarization automatically produces a summary containing important sentences and
includes all relevant important information from the original document. One of the main …

Abstractive summarization: An overview of the state of the art

S Gupta, SK Gupta - Expert Systems with Applications, 2019 - Elsevier
Summarization, is to reduce the size of the document while preserving the meaning, is one
of the most researched areas among the Natural Language Processing (NLP) community …

An efficient CNN-LSTM model for sentiment detection in# BlackLivesMatter

S Rani, AK Bashir, A Alhudhaif, D Koundal… - Expert Systems with …, 2022 - Elsevier
Imagining things without mixed emotions is next to impossible in today's scenario. Whether it
is news or any online movement started on social media applications. One of the social …

[PDF][PDF] Extractive based text summarization using k-means and tf-idf

R Khan, Y Qian, S Naeem - International Journal of Information …, 2019 - researchgate.net
The quantity of information on the internet is massively increasing and gigantic volume of
data with numerous compositions accessible openly online become more widespread. It is …

Extractive article summarization using integrated TextRank and BM25+ algorithm

V Gulati, D Kumar, DE Popescu, JD Hemanth - Electronics, 2023 - mdpi.com
The quantity of textual data on the internet is growing exponentially, and it is very tough task
to obtain important and relevant information from it. An efficient and effective method is …

[HTML][HTML] Turkish abstractive text document summarization using text to text transfer transformer

B Ay, F Ertam, G Fidan, G Aydin - Alexandria Engineering Journal, 2023 - Elsevier
Text summarization is the process of reducing text size while preserving its key points.
Thanks to this process, the reading time of the text is also reduced which contributes to …

A comparative study of opinion summarization techniques

S Bhatia - IEEE Transactions on Computational Social Systems, 2020 - ieeexplore.ieee.org
In the Web 3.0 platforms, enormous amount of information is shared whereby individuals
express their thoughts and opinions and learn from others' experiences. Many e-commerce …

[HTML][HTML] A survey on opinion summarization techniques for social media

ME Moussa, EH Mohamed, MH Haggag - Future Computing and …, 2018 - Elsevier
The volume of data on the social media is huge and even keeps increasing. The need for
efficient processing of this extensive information resulted in increasing research interest in …

Single-Document Abstractive Text Summarization: A Systematic Literature Review

A Rao, S Aithal, S Singh - ACM Computing Surveys, 2024 - dl.acm.org
Abstractive text summarization is a task in natural language processing that automatically
generates the summary from the source document in a human-written form with minimal loss …

Deep extractive text summarization

R Bhargava, Y Sharma - Procedia Computer Science, 2020 - Elsevier
With introduction of deep learning techniques their has been an increase in intelligent
classification of text in many applications. Advances in automatic text summarization using …