In such a setting it is natural to make a distinction between the first occurrence of a word and subsequent occurrences, which according to Church are influenced by adaptation (Church and Gale, 1995), referring to an increase in a word's chance of re-occurrence after it has been spotted for the first time.
when a small set of parameters controls all properties of the distribution it is important to have enough parameters to model the relevant aspects of one's data.