Data documentation allows users to understand their intended uses, legal restrictions, attribution, relevant contents, privacy concerns, and other limitations. Many data documentation standards have been proposed, but their adoption has been uneven. It is important to recognize that crowdsourced documentation may contain errors and omissions.
6 Data Documentation Resources for Foundation Models
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Data Documentation
Text 6
Speech 6
Vision 6
Data Cards Playbook
A tool to create a Data Card that thoroughly documents a new dataset.
Text Speech VisionData Provenance Attribution Card
A repository to select datasets and generate a summary. It can also generate a bibtex to attribute all developers of the datasets.
Text Speech VisionDatasheets for Digital Cultural Heritage Datasets
A datasheet specifically designed for digital cultural heritage datasets and their considerations.
Text Speech Vision