2021
Addressing "Documentation Debt" in Machine Learning: A Retrospective Datasheet for BookCorpus
NeurIPS 2021poster
This paper contributes a formal case study in retrospective dataset documentation and pinpoints several problems with the influential BookCorpus dataset. Recent work has underscored the importance of dataset documentation in machine learning research, including by addressing ``documentation debt'' f…