Towards Debiasing Sentence Representations, ACL 2020 [code]
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment, ICMI 2020 [code]
Model Cards for Model Reporting, FAccT 2019
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings, NAACL 2019 [code]
Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification, FAccT 2018
Datasheets for Datasets, arXiv 2018
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings, NeurIPS 2016