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A better reference for collapsed gibbs sampling on LDA..



The JMLR paper on LDA focuses mostly on the variational inference method. The tool you are using for your project uses collapsed
gibbs sampling. If you want details on that, you might see the following paper:

http://www.pnas.org/content/101/suppl.1/5228.full.pdf

(it is also serves as another introduction to LDA)

Rao