Nonparametric Spherical Topic Modeling with Word Embeddings

Kayhan Batmanghelich, Ardavan Saeedi, Karthik Narasimhan +1

Traditional topic models do not account for semantic regularities in language. Recent distributional representations of words exhibit semantic consistency over directional metrics…