Linguistic count data often violate the simplistic assumptions of standard probability models like the binomial or Poisson distribution.
the inadequacy of the Poisson distribution for modeling word (token) frequency is well known, and robust alternatives have been proposed (Mosteller and Wallace, 1984;Church and Gale, 1995).