Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics

Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen

Topic models often fail to capture low-prevalence, domain-critical themes, so-called minority topics, such as mental health themes in online comments. While some existing methods c…