vMF Sentence LDA: A Spherical Topic Model over Sentence Embeddings

Ryotaro Kobayashi, Yuri Murayama, Kiyoshi Izumi

Latent Dirichlet Allocation (LDA) and models derived from it remain widely used topic models. LDA observes each document as a bag-of-words and models each topic by a categorical di…