Improved Bayesian Logistic Supervised Topic Models with Data Augmentation

Jun Zhu, Xun Zheng, Bo Zhang

Supervised topic models with a logistic likelihood have two issues that potentially limit their practical use: 1) response variables are usually over-weighted by document word coun…