Varun Kumar

Closing the Loop: User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System

Human-in-the-loop topic modeling allows end users to guide the creation of topic models and improve the models' quality without requiring expertise in topic modeling algorithms. Prior work in this area either focuses on refinement implementation without understanding how users actually wish to improve the model or foc…