Datasheet
Domain: Evaluation
🎯 Motivation
Documentation for a dataset: what it contains, how it was collected, limitations, and recommended uses.
📋 Concrete Example
Datasheet: ‘Dataset: 50K English news articles. Collected: 2024. Sources: 5 news sites. Limitations: English only, Western bias. Use: text classification training.’
🔗 Analogy
An ingredient label on packaged food - what is inside, where it came from, allergen warnings. A datasheet labels a dataset’s contents and limitations.