For example, the natural overdispersed variant of the multinomial model is the Dirichlet-multinomial mixture, which adds just a single parameter that globally controls the overall variation of the entire vocabulary.
church, Gale and other have demonstrated repeatedly (church and Gale, 1995;church, 2000) that adaptation or "burstiness" are clearly properties of individual words (word types).