Active Learning for Classifying Political Tweets
Erik Tjong Kim Sang, Marc Esteve Del Valle, Herbert Kruitbosch, Marcel Broersma · 2018
We examine methods for improving models for automatically labeling social media data. In particular we evaluate active learning: a method for selecting candidate training data whose labeling the classification model would benefit most of. We show that this approach requires careful ex-periment design, when it is combined with language modeling