CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets

Berke Arda, Ahmetcan Yavuz, Paul Gerry +7

Croissant has emerged as a standard for machine-readable dataset metadata, yet populating its fields remains labor-intensive and requires careful reading of accompanying dataset do…