TopicFlow: visualizing topic alignment of Twitter data over time. - Sana Malik; Alison Smith; Timothy Hawes; Panagis Papadatos; Jianyu Li; Cody Dunne; Ben Shneiderman (ASONAM, 2013)

Interactive topic modeling. - Yuening Hu; Jordan L. Boyd-Graber; Brianna Satinoff; Alison Smith (Mach. Learn., 2014)

Visual Analysis of Topical Evolution in Unstructured Text: Design and Evaluation of TopicFlow. - Alison Smith; Sana Malik; Ben Shneiderman (Applications of Social Media and Social Network Analysis, 2015)

The human touch: How non-expert users perceive, interpret, and fix topic models. - Tak Yeon Lee; Alison Smith; Kevin D. Seppi; Niklas Elmqvist; Jordan L. Boyd-Graber; Leah Findlater (Int. J. Hum. Comput. Stud., 2017)

Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels. - Alison Smith; Tak Yeon Lee; Forough Poursabzi-Sangdeh; Jordan L. Boyd-Graber; Niklas Elmqvist; Leah Findlater (Trans. Assoc. Comput. Linguistics, 2017)

Closing the Loop: User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System. - Alison Smith; Varun Kumar; Jordan L. Boyd-Graber; Kevin D. Seppi; Leah Findlater (IUI, 2018)

The Problem of Explanations without User Feedback. - Alison Smith; Jim Nolan (IUI Workshops, 2018)