Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision

Mostafa Dehghani, Aliaksei Severyn, Sascha Rothe +1

Training deep neural networks requires massive amounts of training data, but for many tasks only limited labeled data is available. This makes weak supervision attractive, using we…