Exploring gender biases in ML and AI academic research through systematic literature review

S Shrestha, S Das - Frontiers in artificial intelligence, 2022 - frontiersin.org
Automated systems that implement Machine learning (ML) and Artificial Intelligence (AI)
algorithms present promising solutions to a variety of technological and non-technological …

Diagnosing bias in the gender representation of HCI research participants: how it happens and where we are

A Offenwanger, AJ Milligan, M Chang… - Proceedings of the …, 2021 - dl.acm.org
In human-computer interaction (HCI) studies, bias in the gender representation of
participants can jeopardize the generalizability of findings, perpetuate bias in data driven …

[HTML][HTML] Gender bias recognition in political news articles

SR Davis, CJ Worsnop, EM Hand - Machine Learning with Applications, 2022 - Elsevier
Gender bias exists not only in the stereotypes used to portray male and female figures, but
more importantly, in the word choice media outlets use to describe political figures …

Automatic Categorization of LGBT User Profiles on Twitter with Machine Learning

A Karami, M Lundy, F Webb, HR Boyajieff, M Zhu… - Electronics, 2021 - mdpi.com
Privacy needs and stigma pose significant barriers to lesbian, gay, bisexual, and
transgender (LGBT) people sharing information related to their identities in traditional …

[HTML][HTML] Gender Prediction of Generated Tweets Using Generative AI

JS Alowibdi - Information, 2024 - mdpi.com
With the use of Generative AI (GenAI), Online Social Networks (OSNs) now generate a huge
volume of content data. Yet, user-generated content on OSNs, aided by GenAI, presents …

Adapting support vector optimisation algorithms to textual gender classification

J Gomez, C Alfaro, F Ortega, JM Moguerza, MJ Algar… - TOP, 2024 - Springer
In this paper, we focus on the problem of determining the gender of the person described in
a biographical text. Since support vector machine classifiers are well suited for text …

A computational linguistic approach for gender prediction based on vietnamese names

T Ho Huong, K Tran-Trung… - Mobile Information …, 2022 - Wiley Online Library
Gender prediction is extensively studied in recent years since it is widely applied in many
fields. Several factors have been investigated to determine a gender of male or female …

Using transformer models for gender attribution in polish

K Kaczmarek, J Pokrywka… - 2022 17th Conference on …, 2022 - ieeexplore.ieee.org
Gender identification is the task of predicting the gender of an author of a given text. Some
languages, including Polish, exhibit gender-revealing syntactic expression. In this paper, we …

Decoding demographic un-fairness from indian names

M Vahini, J Bantupalli, S Chakraborty… - arXiv preprint arXiv …, 2022 - arxiv.org
Demographic classification is essential in fairness assessment in recommender systems or
in measuring unintended bias in online networks and voting systems. Important fields like …

Decoding Demographic un-fairness from Indian Names

V Medidoddi, J Bantupalli, S Chakraborty… - … Conference on Social …, 2022 - Springer
Demographic classification is essential in fairness assessment in recommender systems or
in measuring unintended bias in online networks and voting systems. Important fields like …