Search Results for author: Nicholas Vincent

Found 3 papers, 1 papers with code

Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus

1 code implementation11 May 2021 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 that have been used widely but documented sparsely.

BIG-bench Machine Learning

Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies

no code implementations18 Dec 2020 Nicholas Vincent, HanLin Li, Nicole Tilly, Stevie Chancellor, Brent Hecht

Many powerful computing technologies rely on implicit and explicit data contributions from the public.

Fairness Computers and Society

A Deeper Investigation of the Importance of Wikipedia Links to the Success of Search Engines

no code implementations21 Apr 2020 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 information needs of millions of people.

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