Distributed Asymmetric Allocation: A Topic Model for Large Imbalanced Corpora in Social Sciences

Kohei Watanabe

Social scientists employ latent Dirichlet allocation (LDA) to find highly specific topics in large corpora, but they often struggle in this task because (1) LDA, in general, takes…