Refining Labeling Functions with Limited Labeled Data

Chenjie Li, Amir Gilad, Boris Glavic +2

Programmatic weak supervision (PWS) significantly reduces human effort for labeling data by combining the outputs of user-provided labeling functions (LFs) on unlabeled datapoints.…