Cyberbullying Detection with Fairness Constraints

9 May 2020

Papers citing "Cyberbullying Detection with Fairness Constraints"

8 / 8 papers shown

Title
Toward Understanding Bias Correlations for Mitigation in NLP Lu Cheng Suyu Ge Huan Liu 39 8 0 24 May 2022
Is Your Toxicity My Toxicity? Exploring the Impact of Rater Identity on Toxicity Annotation Nitesh Goyal Ian D Kivlichan Rachel Rosen Lucy Vasserman 41 90 0 01 May 2022
#ContextMatters: Advantages and Limitations of Using Machine Learning to Support Women in Politics Jacqueline Comer Sam Work K. Mathewson Lana Cuthbertson Kasey Machin 18 0 0 30 Sep 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 43 105 0 07 Jul 2021
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 21 104 0 28 Jun 2021
Large-scale, Language-agnostic Discourse Classification of Tweets During COVID-19 O. Gencoglu 13 27 0 02 Aug 2020
Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection Ameya Vaidya Feng Mai Yue Ning 115 21 0 21 Sep 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,090 0 24 Oct 2016