Snorkel: Rapid Training Data Creation with Weak Supervision

Alexander Ratner, Stephen H. Bach, Henry Ehrenberg +3

Labeling training data is increasingly the largest bottleneck in deploying machine learning systems. We present Snorkel, a first-of-its-kind system that enables users to train stat…