A systematic review of Arabic text classification: areas, applications, and future directions

A Wahdan, M Al-Emran, K Shaalan - Soft Computing, 2024 - Springer
Text classification pertains to the automated procedure of assigning predefined labels or
categories to textual data. A comprehensive review of the existing literature on Arabic text …

VisFormers—Combining Vision and Transformers for Enhanced Complex Document Classification

S Dutta, S Adhikary, AD Dwivedi - Machine Learning and Knowledge …, 2024 - mdpi.com
Complex documents have text, figures, tables, and other elements. The classification of
scanned copies of different categories of complex documents like memos, newspapers …

Domain Effect Investigation for Bert Models Fine-Tuned on Different Text Categorization Tasks

O Coban, M Yağanoğlu, F Bozkurt - Arabian Journal for Science and …, 2024 - Springer
Text categorization (TC) is one of the most useful automatic tools in today's world to organize
huge text data automatically. It is widely used by practitioners to classify texts automatically …

Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model

JH Setu, N Halder, S Sikder, A Islam… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
Arabic Natural Language Processing (NLP) presents unique challenges due to the
complexity of the language, including variations in dialects, rich morphology, and context …

[HTML][HTML] Detection of Arabic offensive language in social media using machine learning models

A Mousa, I Shahin, AB Nassif, A Elnagar - Intelligent Systems with …, 2024 - Elsevier
abstract This research aims to detect different types of Arabic offensive language in twitter. It
uses a multiclass classification system in which each tweet is categorized into one or more …

Arabic dialect identification in social media: A hybrid model with transformer models and BiLSTM

AA Alsuwaylimi - Heliyon, 2024 - cell.com
Abstract Arabic Dialect Identification (ADI) is a challenging task in natural language
processing applications due to its diversity and regional variations. Despite previous efforts …

Fine‐Tuning BERT Models for Multiclass Amharic News Document Categorization

D Endalie - Complexity, 2025 - Wiley Online Library
Bidirectional encoder representation from transformer (BERT) models are increasingly being
employed in the development of natural language processing (NLP) systems, predominantly …

[HTML][HTML] Fine-Grained Arabic Post (Tweet) Geolocation Prediction Using Deep Learning Techniques

MK Elteir - Information, 2025 - mdpi.com
Leveraging Twitter data for crisis management necessitates the accurate, fine-grained
geolocation of tweets, which unfortunately is often lacking, with only 1–3% of tweets being …

A framework for tweet classification and analysis on social media platform using Federated LEARNING

VN Kumar, U Sivaji, G Kanishka… - Malaysian Journal …, 2023 - borneojournal.um.edu.my
Social media plays a pivotal role in the daily activities of individuals, serving as a medium for
the dissemination of events, activities, and information through various forms of posts …

Sentiment Analysis on Algerian Dialect with Transformers

Z Benmounah, A Boulesnane, A Fadheli, M Khial - Applied Sciences, 2023 - mdpi.com
The task of extracting sentiment from text has been widely studied in the field of natural
language processing. However, little work has been conducted specifically on the Arabic …