[HTML][HTML] Arabic natural language processing: An overview

I Guellil, H Saâdane, F Azouaou, B Gueni… - Journal of King Saud …, 2021 - Elsevier
Arabic is recognised as the 4th most used language of the Internet. Arabic has three main
varieties:(1) classical Arabic (CA),(2) Modern Standard Arabic (MSA),(3) Arabic Dialect (AD) …

Arabic sentiment analysis: studies, resources, and tools

I Guellil, F Azouaou, M Mendoza - Social Network Analysis and Mining, 2019 - Springer
To determine whether a document or a sentence expresses a positive or negative sentiment,
three main approaches are commonly used: the lexicon-based approach, corpus-based …

A multi-criteria approach for arabic dialect sentiment analysis for online reviews: Exploiting optimal machine learning algorithm selection

MEM Abo, N Idris, R Mahmud, A Qazi, IAT Hashem… - Sustainability, 2021 - mdpi.com
A sentiment analysis of Arabic texts is an important task in many commercial applications
such as Twitter. This study introduces a multi-criteria method to empirically assess and rank …

A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect

I Guellil, A Adeel, F Azouaou, F Benali, AE Hachani… - SN Computer …, 2021 - Springer
In this paper, we propose a semi-supervised approach for sentiment analysis of Arabic and
its dialects. This approach is based on a sentiment corpus, constructed automatically and …

Detecting hate speech against politicians in Arabic community on social media

I Guellil, A Adeel, F Azouaou, S Chennoufi… - International Journal of …, 2020 - emerald.com
Purpose This paper aims to propose an approach for hate speech detection against
politicians in Arabic community on social media (eg Youtube). In the literature, similar works …

[PDF][PDF] ATAR: Attention-based LSTM for Arabizi transliteration

B Talafha, A Abuammar… - International Journal of …, 2021 - pdfs.semanticscholar.org
ABSTRACT A non-standard romanization of Arabic script, known as Arbizi, is widely used in
Arabic online and SMS/chat communities. However, since state-of-the-art tools and …

Rule-based Arabic sentiment analysis using binary equilibrium optimization algorithm

H Rahab, H Haouassi, A Laouid - Arabian Journal for Science and …, 2023 - Springer
With the development of websites and social networks, Internet users generate a massive
amount of comments and information on the Web. Sentiment analysis, also called opinion …

Language resources for Maghrebi Arabic dialects' NLP: a survey

J Younes, E Souissi, H Achour, A Ferchichi - Language Resources and …, 2020 - Springer
Diglossia is one of the main characteristics of Arabic language. In Arab countries, there are
three forms of Arabic that co-exist: Classical Arabic (CA) which is mainly used in the Quran …

Arabizi language models for sentiment analysis

G Baert, S Gahbiche, G Gadek… - Proceedings of the 28th …, 2020 - aclanthology.org
Arabizi is a written form of spoken Arabic, relying on Latin characters and digits. It is informal
and does not follow any conventional rules, raising many NLP challenges. In particular …

A multi-view learning approach for detecting personality disorders among Arab social media users

R Duwairi, Z Halloush - ACM Transactions on Asian and Low-Resource …, 2023 - dl.acm.org
Multi-view fusion approaches have gained increasing interest in the past few years by
researchers. This interest comes due to the many perspectives that datasets can be looked …