A Gamma-Poisson Mixture Topic Model for Short Text

Jocelyn Mazarura, Alta de Waal, Pieter de Villiers

Most topic models are constructed under the assumption that documents follow a multinomial distribution. The Poisson distribution is an alternative distribution to describe the pro…