Research

Published Articles

1. Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments, Journal of the American Statistical Association (Accepted), with Kosuke Imai URL

2. Understanding the Impact of Military Service on Support for Insurrection in the United States, Journal of Conflict Resolution, with Robert Pape, Keven Ruby, and Kyle Larson. URL

3. Balancing Opportunities and Incentives: How Rising China’s Mediated Public Diplomacy Changes under Crisis, International Journal of Communication. URL

Selected Working Papers

1. GenAI Powered Dynamic Causal Inference with Unstructured Data, Working paper, with Kosuke Imai URL

2. Surrogate Representation Inference for Text and Image Annotations, Working paper, Presented at PolMeth2025 URL
   • Society of Political Methodology Best Poster Award (Method) at PolMeth2025 News
3. Gen-AI Powered Inference, Working paper, with Kosuke Imai, Presented at PolMeth2025. URL

Selected Software

1. debriefly (Survey tools for automated cognitive debriefing. Available upon requests.)

2. gpi-pack (Python module for Generative-AI powered statistical inference) [Pypl] [Website]