From the Tables 3 and 4, it is clear that the 7-gram and 9-gram models are quite similar to the 5-gram model both in the performance and in the distribution of correct/over-generated named entities.
variable length models have distribution of correct/over-generated named entities a lit-  tle different from that of the 5-gram model.