Iterative Improvement of an Additively Regularized Topic Model

Alex Gorbulev, Vasiliy Alekseev, Konstantin Vorontsov

Topic modelling is fundamentally a soft clustering problem (of known objects -- documents, over unknown clusters -- topics). That is, the task is incorrectly posed. In particular,…