A review of sentiment analysis research in Arabic language

O Oueslati, E Cambria, MB HajHmida… - Future Generation …, 2020 - Elsevier
Sentiment analysis is a task of natural language processing that has recently attracted
increasing attention. However, sentiment analysis research has mainly been carried out for …

[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) …

The interplay of variant, size, and task type in Arabic pre-trained language models

G Inoue, B Alhafni, N Baimukan, H Bouamor… - arXiv preprint arXiv …, 2021 - arxiv.org
In this paper, we explore the effects of language variants, data sizes, and fine-tuning task
types in Arabic pre-trained language models. To do so, we build three pre-trained language …

Systematic literature review of dialectal Arabic: identification and detection

A Elnagar, SM Yagi, AB Nassif, I Shahin… - IEEE …, 2021 - ieeexplore.ieee.org
It is becoming increasingly difficult to know who is working on what and how in
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …

Critical survey of the freely available Arabic corpora

W Zaghouani - arXiv preprint arXiv:1702.07835, 2017 - arxiv.org
The availability of corpora is a major factor in building natural language processing
applications. However, the costs of acquiring corpora can prevent some researchers from …

[PDF][PDF] Shami: A corpus of levantine arabic dialects

KA Kwaik, M Saad, S Chatzikyriakidis… - Proceedings of the …, 2018 - aclanthology.org
Abstract Modern Standard Arabic (MSA) is the official language used in education and
media across the Arab world both in writing and formal speech. However, in daily …

[PDF][PDF] Natural language processing for dialectical Arabic: A survey

A Shoufan, S Alameri - Proceedings of the second workshop on …, 2015 - aclanthology.org
This paper presents a wide literature review of natural language processing for dialectical
Arabic. Four main research areas were identified and the dialect coverage in research work …

[PDF][PDF] Automatic identification of arabic language varieties and dialects in social media

F Sadat, F Kazemi, A Farzindar - Proceedings of the Second …, 2014 - aclanthology.org
Abstract Modern Standard Arabic (MSA) is the formal language in most Arabic countries.
Arabic Dialects (AD) or daily language differs from MSA especially in social media …

Automatic identification of arabic dialects in social media

F Sadat, F Kazemi, A Farzindar - … of the first international workshop on …, 2014 - dl.acm.org
Modern Standard Arabic (MSA) is the formal language in most Arabic countries. Arabic
Dialects (AD) or daily language differs from MSA especially in social media communication …

A survey on author profiling, deception, and irony detection for the arabic language

P Rosso, F Rangel, IH Farías, L Cagnina… - Language and …, 2018 - Wiley Online Library
The possibility of knowing people traits on the basis of what they write is a field of growing
interest named author profiling. To infer a user's gender, age, native language, language …