Arabic text classification using deep learning models

A Elnagar, R Al-Debsi, O Einea - Information Processing & Management, 2020 - Elsevier
… We report the accuracy results of the first set of experiments on single-label Arabic text
classification in Table 3 for each of the nine DNN models. Accuracy is a popular metric for …

Automatic Arabic text classification

S Al-Harbi, A Almuhareb, A Al-Thubaity, MS Khorsheed… - 2008 - eprints.soton.ac.uk
… This paper presented the results of classifying Arabic text documents on seven different
Arabic corpora by using a recognized statistics technique. A tool was implemented for feature …

Neural Network for Arabic text classification

F Harrag, E El-Qawasmah - 2009 Second International …, 2009 - ieeexplore.ieee.org
text classification model, we have removed the Arabic stop words and we have applied a light
stemming process1. We have used one third of the ArabicArabic text classification model …

[PDF][PDF] Arabic text classification using deep learning technics

S Boukil, M Biniz, F El Adnani, L Cherrat… - … journal of grid and …, 2018 - researchgate.net
… In this work, Arabic text classification was performed using the CNN algorithm. Considering
that the aim of our work is to benefit from the advantages of that algorithm, which were …

Arabic text classification methods: Systematic literature review of primary studies

W Alabbas, HM Al-Khateeb… - 2016 4th IEEE …, 2016 - ieeexplore.ieee.org
… methods used to classify Arabic text, this work also … Arabic text; authors compile their own,
and most of the work is focused on Modern Arabic with very little done on Colloquial Arabic

Comparative study on Arabic text classification: challenges and opportunities

MKB Melhem, L Abualigah, RA Zitar… - Classification …, 2022 - Springer
… on the topic of Arabic text classification, and to summarize … the latest researches in Arabic
text classifiers and explore them … of the information that exists in the Arabic digital contents. To …

A survey of Arabic text classification approaches

M Sayed, RK Salem, AE Khder - International Journal of …, 2019 - inderscienceonline.com
… are clear owing to the Arabic language’s … Arabic text classification. This research seeks to
form a general point of view by categorising different techniques of Arabic text classification for …

[PDF][PDF] A closer look at arabic text classification

MAR Abdeen, S AlBouq… - International …, 2019 - pdfs.semanticscholar.org
… for Arabic text classification. … Arabic text classification for the past two decades. The aim of
this paper is to present a concise and yet comprehensive review of the Arabic text classification

A comparison of textclassification techniques applied to Arabic text

G Kanaan, R Al‐Shalabi, S Ghwanmeh… - Journal of the …, 2009 - Wiley Online Library
Arabic text is different in nature to the English text, and preprocessing of Arabic text is more
… This paper aims to compare three different classification techniques on Arabic text: k nearest …

[PDF][PDF] A systematic review of text classification research based on deep learning models in Arabic language

A Wahdan, S Hantoobi, SA Salloum… - Int. J. Electr. Comput …, 2020 - academia.edu
Arabic text classification based on neural networks. So, this research summarized the list of
neural network techniques that were used to classify Arabic textsclassification of Arabic texts