Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators

Will Orr, Kate Crawford

The increasing demand for high-quality datasets in machine learning has raised concerns about the ethical and responsible creation of these datasets. Dataset creators play a crucia…