Study of automatic text summarization approaches in different languages
Nowadays we see huge amount of information is available on both, online and offline
sources. For single topic we see hundreds of articles are available, containing vast amount …
sources. For single topic we see hundreds of articles are available, containing vast amount …
[HTML][HTML] An efficient single document Arabic text summarization using a combination of statistical and semantic features
The exponential growth of online textual data triggered the crucial need for an effective and
powerful tool that automatically provides the desired content in a summarized form while …
powerful tool that automatically provides the desired content in a summarized form while …
Extractive multi-document Arabic text summarization using evolutionary multi-objective optimization with K-medoid clustering
R Alqaisi, W Ghanem, A Qaroush - IEEE Access, 2020 - ieeexplore.ieee.org
The increasing usage of the Internet and social networks has produced a significant amount
of online textual data. These online textual data led to information overload and redundancy …
of online textual data. These online textual data led to information overload and redundancy …
Multidocument Arabic text summarization based on clustering and Word2Vec to reduce redundancy
S Abdulateef, NA Khan, B Chen, X Shang - Information, 2020 - mdpi.com
Arabic is one of the most semantically and syntactically complex languages in the world. A
key challenging issue in text mining is text summarization, so we propose an unsupervised …
key challenging issue in text mining is text summarization, so we propose an unsupervised …
Abstractive Text Summarization for Urdu Language
A Raza, MH Soomro, I Shahzad, S Batool - Journal of Computing & …, 2024 - jcbi.org
The quantity of textual data is increasing in online realm with the blink of eye and it has
become very difficult to extract useful information from such enormous bundle of information …
become very difficult to extract useful information from such enormous bundle of information …
[PDF][PDF] Hybrid Algorithm Based on Chicken Swarm Optimization and Genetic Algorithm for Text Summarization.
M Gamal, A El-Sawy, AH AbuEl-Atta - International Journal of Intelligent …, 2021 - inass.org
The daily massive flow of information requires automated summarization methods to extract
the most important information. Manual summarization of large text documents is very …
the most important information. Manual summarization of large text documents is very …
Extractive text summarization for scientific journal articles using long short-term memory and gated recurrent units
D Fitrianah, RN Jauhari - Bulletin of Electrical Engineering and Informatics, 2022 - beei.org
Along with the increasing number of scientific publications, many scientific communities
must read the entire text to get the essence of information from a journal article. This will be …
must read the entire text to get the essence of information from a journal article. This will be …
Towards a new hybrid approach for abstractive summarization
Y Jaafar, K Bouzoubaa - Procedia computer science, 2018 - Elsevier
With the huge amount of Arabic digital data, a summarization system is very helpful to
quickly retrieve useful information and save a lot of time and efforts. Two main techniques …
quickly retrieve useful information and save a lot of time and efforts. Two main techniques …
Graph-Based Extractive Arabic Text Summarization Using Multiple Morphological Analyzers.
R Elbarougy, G Behery… - Journal of Information …, 2020 - search.ebscohost.com
This paper investigates the effectiveness of using multi-morphological analysis for improving
the performance of graph-based approach for extractive Arabic text summarization (ATS) …
the performance of graph-based approach for extractive Arabic text summarization (ATS) …
Evaluation of content compaction in Assamese language
N Baruah, SK Sarma, S Borkotokey - Procedia Computer Science, 2020 - Elsevier
Text summarization is the task of condensing the input text documents into a shorter version
by retaining the overall meaning and information of the original document. Though plenty of …
by retaining the overall meaning and information of the original document. Though plenty of …