Chuang, Jason, John Wilkerson, Rebecca Weiss, Dustin Tingley, Brandon Stewart, Margaret Roberts, Forough Poursabzi-Sangdeh, et al. 2014. “Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations”. Advances in Neural Information Processing Systems Workshop on Human-Propelled Machine Learning. Montreal, Canada.

Roberts, Margaret, Brandon Stewart, and Dustin Tingley. 2016. “Navigating the Local Modes of Big Data: The Case of Topic Models”. In Computational Social Science: Discovery and Prediction. New York: Cambridge University Press. Publisher’s Version: Navigating the Local Modes of Big Data: The Case of Topic Models.

Reich, Justin, Dustin Tingley, Jetson Leder-Luis, Margaret Roberts, and Brandon Stewart. 2015. “Computer Assisted Reading and Discovery for Student Generated Text in Massive Open Online Courses”. Journal of Learning Analytics 2 (1): 156-84.

Roberts, Margaret, Brandon Stewart, Dustin Tingley, Christopher Lucas, Jetson Leder-Luis, Shana Gadarian, Bethany Albertson, and David Rand. 2014. “Structural Topic Models for Open-Ended Survey Responses”. American Journal of Political Science 58: 1064-82.

Roberts, Margaret, Brandon Stewart, Dustin Tingley, and Edoardo Airoldi. 2013. “The Structural Topic Model and Applied Social Science”. Advances in Neural Information Processing Systems Workshop on Topic Models: Computation, Application, and Evaluation. Lake Tahoe, Nevada.