161 citations · 161 across the 3 of their papers we have counts for
3 papers
cs.CL2023
Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks
Daniel Theron
This paper demonstrates how the limitations of pre-trained models and open evaluation datasets factor into assessing the performance of binary semantic similarity classification ta…
stat.AP2023
Statistical Methods for Auditing the Quality of Manual Content Reviews
Xuan Yang, Andrew J Smart, Daniel Theron
Large technology firms face the problem of moderating content on their online platforms for compliance with laws and policies. To accomplish this at the scale of billions of pieces…
cs.CY2020★ 161 cited
Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing
Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White +6
Rising concern for the societal implications of artificial intelligence systems has inspired a wave of academic and journalistic literature in which deployed systems are audited fo…