3 papers
cs.CY2025
Fuck the Algorithm: Conceptual Issues in Algorithmic Bias
Catherine Stinson
Algorithmic bias has been the subject of much recent controversy. To clarify what is at stake and to make progress resolving the controversy, a better understanding of the concepts…
cs.SE2023
The State of Documentation Practices of Third-party Machine Learning Models and Datasets
Ernesto Lang Oreamuno, Rohan Faiyaz Khan, Abdul Ali Bangash +2
Model stores offer third-party ML models and datasets for easy project integration, minimizing coding efforts. One might hope to find detailed specifications of these models and da…
cs.CL2023
Collaboration or Corporate Capture? Quantifying NLP's Reliance on Industry Artifacts and Contributions
Will Aitken, Mohamed Abdalla, Karen Rudie +1
Impressive performance of pre-trained models has garnered public attention and made news headlines in recent years. Almost always, these models are produced by or in collaboration…