Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditing. - Inioluwa Deborah Raji; Andrew Smart; Rebecca N. White; Margaret Mitchell; Timnit Gebru; Ben Hutchinson; Jamila Smith-Loud; Daniel Theron; Parker Barnes (FAT*, 2020)

Statistical Methods for Auditing the Quality of Manual Content Reviews. - Xuan Yang; Andrew Smart; Daniel Theron (Tiny Papers @ ICLR, 2023)

Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks. - Daniel Theron (CoRR, 2023)