Active learning for reducing labeling effort in text classification tasks

Pieter Floris Jacobs, Gideon Maillette de Buy Wenniger, Marco Wiering +1

Labeling data can be an expensive task as it is usually performed manually by domain experts. This is cumbersome for deep learning, as it is dependent on large labeled datasets. Ac…