For instance, given the type PERSON, there is a higher probability of generating "he" than "it".
we maintain a list of compatible semantic types for each pronoun, and give a pronoun a count of (1 + λ P ) if it is compatible with the drawn semantic type; otherwise, we give it a count of λ P .