Tree-based Label Dependency Topic Models

TitleTree-based Label Dependency Topic Models
Publication TypeJournal Articles
Year of PublicationSubmitted
AuthorsNguyen VA, Boyd-Graber J, Chang J, Resnik P

Abstract Multi-labeled corpora, where each document is tagged with a set of labels, are ubiquitous. When the number of unique labels in the dataset is large, there are naturally some dependencies among the labels. In this paper, we propose TREELAD—a ...