This is because, in order to sample the event indices into the set of indicator random variables Z, the HDP models need to store in memory large matrices that encode the significant statistics for the observable components associated with each cluster.
as a second data set, we used the OntoNotes English corpus (release 2.0), a more diverse resource that provides a larger coverage of event (and entity) annotations.