36 citations · 114 across the 5 of their papers we have counts for
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cs.CL2021★ 36 cited
Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus
Jack Bandy, Nicholas Vincent
Recent literature has underscored the importance of dataset documentation work for machine learning, and part of this work involves addressing "documentation debt" for datasets tha…
cs.CY2021★ 32 cited
Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits
Jack Bandy
While algorithm audits are growing rapidly in commonality and public importance, relatively little scholarly work has gone toward synthesizing prior work and strategizing future re…