Split-Merge on Class Labels

[ryanneph]

Following http://arxiv.org/abs/1201.1657 we should implement the HDP split-merge algorithm on the corpus-level (class; k) labels due to its potential to speed up mixing of the Gibb's sampler. The authors claim that "Split- merge algorithms can consider larger moves in the state space and have the potential to converge more quickly."