fairness-ai topic
awesome-ml-fairness
Papers and online resources related to machine learning fairness
fairness
R package for computing and visualizing fair ML metrics
verifyml
Open-source toolkit to help companies implement responsible AI workflows.
bias-in-credit-models
Examples of unfairness detection for a classification-based credit model
mcboost
Multi-Calibration & Multi-Accuracy Boosting for R
LM_bias
[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
sent_debias
[ACL 2020] Towards Debiasing Sentence Representations
EthicML
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
jurity
[ICMLA 2021] Jurity: Fairness & Evaluation Library
Metric-Fairness
EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation