Arabic text classification using deep learning models

A Elnagar, R Al-Debsi, O Einea - Information Processing & Management, 2020 - Elsevier
Text classification or categorization is the process of automatically tagging a textual
document with most relevant labels or categories. When the number of labels is restricted to …

Classification of arabic tweets: A review

M Alruily - Electronics, 2021 - mdpi.com
Text classification is a prominent research area, gaining more interest in academia, industry
and social media. Arabic is one of the world's most famous languages and it had a …

Arabic text classification: the need for multi-labeling systems

H El Rifai, L Al Qadi, A Elnagar - Neural Computing and Applications, 2022 - Springer
The process of tagging a given text or document with suitable labels is known as text
categorization or classification. The aim of this work is to automatically tag a news article …

[HTML][HTML] HMATC: Hierarchical multi-label Arabic text classification model using machine learning

N Aljedani, R Alotaibi, M Taileb - Egyptian Informatics Journal, 2021 - Elsevier
Multi-label classification assigns multiple labels to each document concurrently. Many real-
world classification problems tend to employ high-dimensional label spaces, which can be …

Multi-label Arabic text categorization: A benchmark and baseline comparison of multi-label learning algorithms

B Al-Salemi, M Ayob, G Kendall, SAM Noah - Information Processing & …, 2019 - Elsevier
Multi-label text categorization refers to the problem of assigning each document to a subset
of categories by means of multi-label learning algorithms. Unlike English and most other …

Arabic text classification of news articles using classical supervised classifiers

L Al Qadi, H El Rifai, S Obaid… - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Automatic document categorization gains more importance in view of the plethora of textual
documents added constantly on the web. Text categorization or classification is the process …

[PDF][PDF] Evaluation of Naïve Bayes classification in Arabic short text classification

MF Ibrahim, MA Alhakeem, NA Fadhil - Al-Mustansiriyah Journal of Science, 2021 - iasj.net
Text classification and categorization have become one of the required fields that are
increasingly employed in different aspects, especially when social media applications …

A supervised approach for multi-label classification of Arabic news articles

MA Shehab, O Badarneh, M Al-Ayyoub… - 2016 7th international …, 2016 - ieeexplore.ieee.org
Multi-label classification of textual data is an important problem with the growing size of
available data and the increasing difficulties in assigning a single label to each piece of text …

[PDF][PDF] Multi-label Arabic text classification: an overview

N Aljedani, R Alotaibi, M Taileb - International Journal of …, 2020 - pdfs.semanticscholar.org
There is a massive growth of text documents on the web. This led to the increasing need for
methods that can organize and classify electronic documents (instances) automatically. Multi …

Overview of the mowjaz multi-topic labelling task

M Al-Ayyoub, H Seelawi, M Zaghlol… - … on Information and …, 2021 - ieeexplore.ieee.org
Multilabel text classification is an important task in Natural Language Processing (NLP). One
use case of such a task is in categorizing news articles, where each article may belong to …