A new 143-indicator rubric applied to 114 human-voice datasets shows that documentation of consent, privacy, and harmful content is rare, and that scraping yields scale at the cost of documented ethical practices.
Training Data for the Price of a Sandwich
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TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation
A new 143-indicator rubric applied to 114 human-voice datasets shows that documentation of consent, privacy, and harmful content is rare, and that scraping yields scale at the cost of documented ethical practices.