Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models

Latent topic networks are introduced, a flexible class of richly structured topic models designed to facilitate applied research and demonstrate the broad applicability of the models with case studies on modeling influence in citation networks, and U.S. Presidential State of the Union addresses.