Hate Speech Classifiers Learn Normative Social Stereotypes

Introducing the Gab Hate Corpus: defining and applying hate-based rhetoric to social media posts at scale

(2022) Brendan Kennedy et al.   Language Resources and Evaluation

Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning

(2022) Zo Ahmed et al.   EPJ Data Science

A Survey on Bias and Fairness in Machine Learning

(2021) Ninareh Mehrabi et al.   ACM COMPUTING SURVEYS

Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective

(2021) Svetlana Kiritchenko et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Measuring algorithmically infused societies

(2021) Claudia Wagner et al.   NATURE

Understanding international perceptions of the severity of harmful content online

(2021) Jialun Aaron Jiang et al.   PLoS One

Five sources of bias in natural language processing

(2021) Dirk Hovy et al.   Language and Linguistics Compass

Learning from Disagreement: A Survey

(2021) Alexandra N. Uma et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning

(2020) Melissa D McCradden et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Hate speech detection and racial bias mitigation in social media based on BERT model

(2020) Marzieh Mozafari et al.   PLoS One

Dissecting racial bias in an algorithm used to manage the health of populations

(2019) Ziad Obermeyer et al.   SCIENCE

Word embeddings quantify 100 years of gender and ethnic stereotypes

(2018) Nikhil Garg et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Semantics derived automatically from language corpora contain human-like biases

(2017) Aylin Caliskan et al.   SCIENCE