Advances in topic modeling [digital humanities]

Benefits of SBM:
- Clusters words *and* documents
- Identifies hierarchical structure
- Chooses number of topics through nonparametric inference
- More realistic prior assumptions about the data
- Has a natural model fit measure for choosing the "best" topic model out of several

— Ryan J. Gallagher (@ryanjgallag) July 20, 2020