Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions

SM Sherif, AH Alamoodi, OS Albahri, S Garfan… - Information Processing …, 2023 - Elsevier
Due to the vast volumes of newly streamed data on the Internet and social media, the use of
sentiment analysis (SA) to extract information and analyze people's opinions has become a …

Attention mechanism architecture for Arabic sentiment analysis

M Berrimi, M Oussalah, A Moussaoui… - ACM Transactions on …, 2023 - dl.acm.org
This article tackles the problem of sentiment analysis in the Arabic language where a new
deep learning model has been put forward. The proposed model uses a hybrid bidirectional …

Exploring character trigrams for robust arabic text classification: a comparative analysis in the face of vocabulary expansion and misspelled words

D Alomari, I Ahmad - IEEE Access, 2024 - ieeexplore.ieee.org
Tokenization is an important early step in natural language processing (NLP) tasks. The
idea is to split the input sentence into smaller units, called tokens, for further processing …

Enhancing aspect category detection through hybridised contextualised neural Language models: A case study in multi-label text classification

KM Karaoglan, O Findik - The Computer Journal, 2024 - academic.oup.com
Recently, the field of Natural Language Processing (NLP) has made significant progress
with the evolution of Contextualised Neural Language Models (CNLMs) and the emergence …

Arabic hate speech identification by enriching MARBERT model with hybrid features

H Elzayady, MS Mohamed, K Badran, G Salama… - … : Selected Papers of …, 2023 - Springer
The propagation of hate speech has grown more particularly apparent on social media sites
as their usage for communication and unrestricted thought has increased on a worldwide …

Deep models for understanding and generating textual arabic data

M Berrimi - 2024 - dspace.univ-setif.dz
In this thesis, our primary focus lies in advancing the research efforts and making significant
contributions to the Arabic language domain through the utilization of the state-of-the-art …

An efficient approach for data-imbalanced hate speech detection in Arabic social media

MS Mohamed, H Elzayady, KM Badran… - Journal of Intelligent …, 2023 - content.iospress.com
The use of hateful language in public debates and forums is becoming more common.
However, this might result in antagonism and conflicts among individuals, which is …

CERM: Context-Aware Literature-Based Discovery via Sentiment Analysis

JC Young, U Akujuobi - ECAI 2023, 2023 - ebooks.iospress.nl
Driven by the abundance of biomedical publications, we introduce a sentiment analysis task
to understand food-health relationship. Prior attempts to incorporate health into recipe …

Overview of the Arabic sentiment analysis 2021 competition at KAUST

H Alamro, M Alshehri, B Alharbi, Z Khayyat… - arxiv preprint arxiv …, 2021 - arxiv.org
This paper provides an overview of the Arabic Sentiment Analysis Challenge organized by
King Abdullah University of Science and Technology (KAUST). The task in this challenge is …

A Novel Deep Learning Language Model with Hybrid-GFX Embedding and Hyperband Search for Opinion Analysis

S Jawale, SD Sawarkar - SN Computer Science, 2023 - Springer
Abstract Policies, legislation, surveillance, monitoring, direction, and enforcement, are
heavily influenced by public opinion or emotion. Due to the increase in electronic data …