The rule-based bootstrapping algorithm utilizes type frequencies only, no matter what form of input is given.
as shown in (Goldwater et al., 2006), when Dirichlet-multinomial model is assumed, the option of utilizing token frequency in generative model doesn't help, and in the contrast it hurts the inference of the generative model.