Learning from Multiple Noisy Partial Labelers

Peilin Yu, Tiffany Ding, Stephen H. Bach

Programmatic weak supervision creates models without hand-labeled training data by combining the outputs of heuristic labelers. Existing frameworks make the restrictive assumption…