Second, extracted phrase tables are combined as if they are drawn from a hierarchical Pitman-Yor process, in which the phrase tables represented as tables in the Chinese restaurant process (CRP) are hierarchically chained by treating each of the previously learned phrase tables as prior to the current one.
we can easily update the chain of phrase tables by appending the newly extracted phrase table and by treating the chain of the previous ones as its prior.