Conventional parameter estimates are affected (in some way or other) by the likelihood function for a parameter, and the likelihood function is such that longer documents exert a greater influence on the overall likelihood for a parameter.
given the inflexibility of the Dirichlet multinomial model, we argue that such a sacrifice is justified.