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 …

Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities

AB Nassif, A Elnagar, I Shahin, S Henno - Applied Soft Computing, 2021 - Elsevier
The fields of machine learning and Web technologies have witnessed significant
development in the last years. This caused a ceaseless and rapid growth in sharing of the …

Transformers for tabular data representation: A survey of models and applications

G Badaro, M Saeed, P Papotti - Transactions of the Association for …, 2023 - direct.mit.edu
In the last few years, the natural language processing community has witnessed advances
in neural representations of free texts with transformer-based language models (LMs). Given …

Deep bidirectional LSTM network learning-based sentiment analysis for Arabic text

H Elfaik, EH Nfaoui - Journal of Intelligent Systems, 2020 - degruyter.com
Sentiment analysis aims to predict sentiment polarities (positive, negative or neutral) of a
given piece of text. It lies at the intersection of many fields such as Natural Language …

A comparative study of effective approaches for Arabic sentiment analysis

IA Farha, W Magdy - Information Processing & Management, 2021 - Elsevier
Sentiment analysis (SA) is a natural language processing (NLP) application that aims to
analyse and identify sentiment within a piece of text. Arabic SA started to receive more …

Intelligent detection of hate speech in Arabic social network: A machine learning approach

I Aljarah, M Habib, N Hijazi, H Faris… - Journal of …, 2021 - journals.sagepub.com
Nowadays, cyber hate speech is increasingly growing, which forms a serious problem
worldwide by threatening the cohesion of civil societies. Hate speech relates to using …

User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users' reviews using machine learning techniques

M Ramzy, B Ibrahim - Information Processing & Management, 2024 - Elsevier
Digital technologies such as mobile health (mHealth) apps with a variety of features can be
essential tools for controlling pandemics. Therefore, many Arab countries have launched …

A panoramic survey of natural language processing in the Arab world

K Darwish, N Habash, M Abbas, H Al-Khalifa… - Communications of the …, 2021 - dl.acm.org
THE TERM NATURAL language refers to any system of symbolic communication (spoken,
signed, or written) that has evolved naturally in humans without intentional human planning …

Exploring amharic sentiment analysis from social media texts: Building annotation tools and classification models

SM Yimam, HM Alemayehu, A Ayele… - Proceedings of the 28th …, 2020 - aclanthology.org
This paper presents the study of sentiment analysis for Amharic social media texts. As the
number of social media users is ever-increasing, social media platforms would like to …

Evaluating various tokenizers for Arabic text classification

Z Alyafeai, MS Al-shaibani, M Ghaleb… - Neural Processing Letters, 2023 - Springer
The first step in any NLP pipeline is to split the text into individual tokens. The most obvious
and straightforward approach is to use words as tokens. However, given a large text corpus …