This webpage has examples of fits for the Nubbi model. The details are available in our KDD paper, but the basic idea is that we find topics that describe how people interact in a corpus in addition to topics that describe how individuals appear on the own in a corpus.
Here are some examples of the topics we learn on a corpus of Wikipedia pages fit with 25 papers. Here are some pointers to get you started.