Measuring Fairness of Text Classifiers via Prediction Sensitivity

16 March 2022

Papers citing "Measuring Fairness of Text Classifiers via Prediction Sensitivity"

4 / 4 papers shown

Title
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 38 78 0 25 Jan 2024
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages Seraphina Goldfarb-Tarrant Adam Lopez Roi Blanco Diego Marcheggiani 42 13 0 19 May 2023
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 225 620 0 03 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 344 4,230 0 23 Aug 2019