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[Discussion]:"Datasheets for Datasets" paper and its relevance in the real world
March 12, 2024, 11:16 p.m. | /u/Barchimede
Machine Learning www.reddit.com
I wanted to make a post to launch a discussion about an interesting paper called [Datasheets for Datasets](https://www.microsoft.com/en-us/research/uploads/prod/2019/01/1803.09010.pdf) (> 1900 citations, so a big impact in the research community). Briefly explained, this paper discusses the lack of a standardized way for documenting a dataset to train ML models and proposes to document datasets with a 'datasheet,' similar to electronic components (or Warhammer figs, or any other items you know with datasheets). The authors illustrate this datasheet system with …
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