This modification is similar in spirit to supervised anchor words (Nguyen et al., 2015).
not only is our approach more scalable than the Interactive Topic Model, but we also achieve Figure 3: Classification accuracy and coherence using topic features gleaned from user provided multiword and single word anchors.