1. A method of storing parameters for an asymmetric clustering model the method comprising: storing a first level word record for a word identifier; storing a second level cluster record for a cluster identifier; storing a second level word record for a word identifier; placing an index to the second level cluster record in the first level word record; and placing an index to the second level word record in the first level word record.