754 citations
- Google (United States)US3 papers
- University of WashingtonUS3 papers
- Software Sustainability InstituteGB2 papers
- Space Telescope Science InstituteUS2 papers
- University College DublinIE2 papers
- University of California, BerkeleyUS2 papers
- University of California San DiegoUS2 papers
- University of Illinois Urbana-ChampaignUS2 papers
- Argonne National LaboratoryUS1 paper
- Boston UniversityUS1 paper
- Bucknell UniversityUS1 paper
- Delft University of TechnologyNL1 paper
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021★ 15 cited
AI and the Everything in the Whole Wide World Benchmark
Inioluwa Deborah Raji, Emily M. Bender, Amandalynne Paullada +2
There is a tendency across different subfields in AI to valorize a small collection of influential benchmarks. These benchmarks operate as stand-ins for a range of anointed common…
cs.LG2020★ 61 cited
Data and its (dis)contents: A survey of dataset development and use in machine learning research
Amandalynne Paullada, Inioluwa Deborah Raji, Emily M. Bender +2
Datasets have played a foundational role in the advancement of machine learning research. They form the basis for the models we design and deploy, as well as our primary medium for…