SIEVE: Towards Verifiable Certification for Code-datasets

Fatou Ndiaye Mbodji, El-hacen Diallo, Jordan Samhi +3

Code agents and empirical software engineering rely on public code datasets, yet these datasets lack verifiable quality guarantees. Static 'dataset cards' inform, but they are neit…