Active WeaSuL: Improving Weak Supervision with Active Learning

Samantha Biegel, Rafah El-Khatib, Luiz Otavio Vilas Boas Oliveira +2

The availability of labelled data is one of the main limitations in machine learning. We can alleviate this using weak supervision: a framework that uses expert-defined rules $\bol…