Using Variational Inference and MapReduce to Scale Topic Modeling

Ke Zhai, Jordan Boyd-Graber, Nima Asadi

Latent Dirichlet Allocation (LDA) is a popular topic modeling technique for exploring document collections. Because of the increasing prevalence of large datasets, there is a need…