298 citations · 473 across the 5 of their papers we have counts for
Showing cs.IRShow all
2 papers · 1 filter
cs.IR2012★ 74 cited
Nonparametric Bayes Pachinko Allocation
Wei Li, David Blei, Andrew McCallum
Recent advances in topic models have explored complicated structured distributions to represent topic correlation. For example, the pachinko allocation model (PAM) captures arbitra…
cs.IR2012★ 298 cited
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
David Mimno, Andrew McCallum
Although fully generative models have been successfully used to model the contents of text documents, they are often awkward to apply to combinations of text data and document meta…