Reducing the Annotation Burden in Text Classification
Anastasia Krithara, Cyril Goutte, Massih-Reza Amini, Jean-Michel Renders · 2006
In this paper we describe a method which combines semi-supervised and active learning for the classification task. In particular, we propose a semi-supervised PLSA (Probabilistic Latent Semantic Analysis) algorithm [4] combined with a certainty-based active learning method, in order to classify text documents.