AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels Nicholas Roberts

Neural Information Processing Systems 

The success of modern deep learning has been driven by large labeled datasets. Unfortunately, obtaining labeled data at scale is expensive and slow.