Incorporating Wikipedia concepts and categories as prior knowledge into topic models

Abstract

Topic models have been widely applied in discovering topics that underly a collection of documents. Incorporating human knowledge can guide conventional topic models to produce topics which are easily interpreted and semantically coherent. Several kn