[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) …

Natural language processing for dialects of a language: A survey

A Joshi, R Dabre, D Kanojia, Z Li, H Zhan… - ACM Computing …, 2024 - dl.acm.org
State-of-the-art natural language processing (NLP) models are trained on massive training
corpora, and report a superlative performance on evaluation datasets. This survey delves …

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 …

T-hsab: A tunisian hate speech and abusive dataset

H Haddad, H Mulki, A Oueslati - International conference on Arabic …, 2019 - Springer
Abstract Since the “Jasmine Revolution” at 2011, Tunisia has entered a new era of ultimate
freedom of expression with a full access into social media. This has been associated with an …

[PDF][PDF] Sentiment Analysis onMoroccan Dialect based on ML and Social Media Content Detection

M Errami, MA Ouassil, R Rachidi, B Cherradi… - 2023 - academia.edu
As technology continues to evolve, humans tend to follow suit, and currently social media
has taken place as the defacto method of communication. As it tends to happen with verbal …

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 …

An Algerian corpus and an annotation platform for opinion and emotion analysis

L Moudjari, K Akli-Astouati… - Proceedings of the Twelfth …, 2020 - aclanthology.org
In this paper, we address the lack of resources for opinion and emotion analysis related to
North African dialects, targeting Algerian dialect. We present TWIFIL (TWItter proFILing) a …

Low resource arabic dialects transformer neural machine translation improvement through incremental transfer of shared linguistic features

A Slim, A Melouah - Arabian Journal for Science and Engineering, 2024 - Springer
Neural machine translation (NMT) is a complex process that deals with many grammatical
complexities. Today, transfer learning (TL) has emerged as a leading method in machine …

Multi-level embeddings for processing Arabic social media contents

L Moudjari, F Benamara, K Akli-Astouati - Computer Speech & Language, 2021 - Elsevier
Embeddings are very popular representations that allow computing semantic and syntactic
similarities between linguistic units from text co-occurrence matrix. Units can vary from …

Ara-Women-Hate: An annotated corpus dedicated to Hate speech detection against women in the Arabic community

I Guellil, A Adeel, F Azouaou, M Boubred… - Proceedings of the …, 2022 - aclanthology.org
In this paper, an approach for hate speech detection against women in the Arabic
community on social media (eg Youtube) is proposed. In the literature, similar works have …