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 …

[HTML][HTML] Methods and Annotated Data Sets Used to Predict the Gender and Age of Twitter Users: Scoping Review

K O'Connor, S Golder, D Weissenbacher… - Journal of Medical …, 2024 - jmir.org
Background Patient health data collected from a variety of nontraditional resources,
commonly referred to as real-world data, can be a key information source for health and …

A computational approach to understand mental health from reddit: knowledge-aware multitask learning framework

U Lokala, A Srivastava, TG Dastidar… - Proceedings of the …, 2022 - ojs.aaai.org
Analyzing gender is critical to study mental health (MH) support in CVD (cardiovascular
disease). The existing studies on using social media for extracting MH symptoms consider …

Arabgend: Gender analysis and inference on arabic twitter

H Mubarak, SA Chowdhury, F Alam - arXiv preprint arXiv:2203.00271, 2022 - arxiv.org
Gender analysis of Twitter can reveal important socio-cultural differences between male and
female users. There has been a significant effort to analyze and automatically infer gender in …

Deep Learning in Written Arabic Linguistic Studies: A Comprehensive Survey

M Almanea - IEEE Access, 2024 - ieeexplore.ieee.org
This article presents a comprehensive survey on recent applications of deep learning (DL)
algorithms to written Arabic. Despite the increasing amount of user-generated content in …

[HTML][HTML] Advancing Author Gender Identification in Modern Standard Arabic with Innovative Deep Learning and Textual Feature Techniques

H Himdi, K Shaalan - Information, 2024 - mdpi.com
Author Gender Identification (AGI) is an extensively studied subject owing to its significance
in several domains, such as security and marketing. Recognizing an author's gender may …

Ön eğitimli dil modelleri kullanarak Türkçe tweetlerden cinsiyet tespiti

İ Sel, D Hanbay - Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 2021 - dergipark.org.tr
Yazar profili oluşturma (Author Profiling) bir metnin üslup ve içeriğine bakarak yazarın çeşitli
özelliklerinin ortaya çıkarılmasına yönelik bir metin kümesi analizidir. Bu özellikler yaş …

Arabic dialect identification in social media: A hybrid model with transformer models and BiLSTM

AA Alsuwaylimi - Heliyon, 2024 - cell.com
Abstract Arabic Dialect Identification (ADI) is a challenging task in natural language
processing applications due to its diversity and regional variations. Despite previous efforts …

Boosting gender identification using author preference

T Kucukyilmaz, A Deniz, HE Kiziloz - Pattern Recognition Letters, 2020 - Elsevier
Predicting the gender of a text document's author, also known as gender identification, is a
well-studied authorship categorization task in the literature. A common theme in gender …

Text-based gender classification of twitter data using naive bayes and svm algorithm

A Angeles, MN Quintos, M Octaviano… - TENCON 2021-2021 …, 2021 - ieeexplore.ieee.org
This paper presents the development of the gender classification system on Twitter tweets.
Three feature extraction techniques are explored: Bag of words and 2 variations of meta …