Lexical and Hierarchical Topic Regression

TitleLexical and Hierarchical Topic Regression
Publication TypeJournal Articles
Year of Publication2013
AuthorsNguyen V-A, Boyd-Graber J, Resnik P
Pagination1106 - 1114
Date Published2013/00/01

Abstract Inspired by a two-level theory that unifies agenda setting and ideological framing, we propose supervised hierarchical latent Dirichlet allocation (SHLDA) which jointly captures documents' multi-level topic structure and their polar response variables. Our ...