14 citations · 28 across the 4 of their papers we have counts for
5 papers
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…
Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies
Nicholas Vincent, Hanlin Li, Nicole Tilly +2
Many powerful computing technologies rely on implicit and explicit data contributions from the public. This dependency suggests a potential source of leverage for the public in its…
A Deeper Investigation of the Importance of Wikipedia Links to the Success of Search Engines
Nicholas Vincent, Brent Hecht
A growing body of work has highlighted the important role that Wikipedia's volunteer-created content plays in helping search engines achieve their core goal of addressing the infor…
Mapping the Potential and Pitfalls of "Data Dividends" as a Means of Sharing the Profits of Artificial Intelligence
Nicholas Vincent, Yichun Li, Renee Zha +1
Identifying strategies to more broadly distribute the economic winnings of AI technologies is a growing priority in HCI and other fields. One idea gaining prominence centers on "da…
Measuring the Importance of User-Generated Content to Search Engines
Nicholas Vincent, Isaac Johnson, Patrick Sheehan +1
Search engines are some of the most popular and profitable intelligent technologies in existence. Recent research, however, has suggested that search engines may be surprisingly de…