Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

Code to accompany NeurIPS paper https://arxiv.org/abs/2006.08564

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

code for "Erasure of Unaligned Attributes from Neural Representations"

code for "Spectral Removal of Guarded Attribute Information"

Pruning and fine-tuning for debiasing an already-trained neural network with applications to deep chest X-ray classifiers

Extension of bias-bench for select Sentence Transformers* models

Code & Data for the paper "Fair and Argumentative Language Modeling for Computational Argumentation"

Fairness, Accountability, Confidentiality, Transparency in AI (FACT-AI).