We learnt the generalized language models on the same split of the training corpus as the standard language model using modified Kneser-Ney smoothing and we also used the same set of test sequences for a direct comparison.
the authors compared Kneser-Ney smoothing, Katz backoff smoothing, caching, clustering, inclusion of higher order n-grams, sentence mixture and skip n-grams.