bias-detection topic

A curated list of Robust Machine Learning papers/articles and recent advancements.

monk1337

Tools for diagnostics and assessment of (machine learning) models

lorentzenchr

👚 Speedy Word Embedding Association Test & Extras using R

gesistsa

Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)

zhihengli-UR

HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.

BetterForAll

Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)

zhihengli-UR

"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)

SonyResearch

Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.

maxdreyer

This repository contains a console-interface name-ethnicity classifier

name-ethnicity-classifier

Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming"

Babelscape