Active Learning for Classifying Political TweetsTjong Kim Sang, E., Esteve Del Valle, M., Kruitbosch, H. & Broersma, M. Mar-2018 In : International Science and General Applications. 1, March , p. 1-21 22 p.
Research output: Contribution to journal › Article
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
|Number of pages||22|
|Journal||International Science and General Applications|
|State||Published - Mar-2018|
- Social Media, Machine Learning, Active Learning