Preview of "Data and its (dis)contents: A survey of dataset development and use in machine learning research".
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 34820655.
- Also identified by DOI 10.1016/j.patter.2021.100388 and PMC identifier 8600242.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
In this preview, we highlight what we believe to be the major contributions of the review and discuss opportunities to build on the work, including by closely examining the incentive structures that contribute to our dataset culture and by further engaging with other disciplines.