David Mimno

Optimizing Semantic Coherence in Topic Models

Evaluation methods for topic models

Rethinking LDA: Why Priors Matter

Evaluation methods for unsupervised word embeddings

Efficient methods for topic model inference on streaming document collections

Polylingual topic models

Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression

Expertise modeling for matching papers with reviewers

Applications of Topic Models

Mixtures of hierarchical topics with Pachinko allocation

Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?

Evaluating the Stability of Embedding-based Word Similarities