The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification

Garrett Beatty, Ethan Kochis, Michael Bloodgood

Annotation of training data is the major bottleneck in the creation of text classification systems. Active learning is a commonly used technique to reduce the amount of training da…