| 2026 | AIED | Likelihood-Based Diagnosis with Generative Models: Confidence-Aware Measurement from Student Writing. | S. Thomas Christie, Matthew Zent, Markus Hauru, Anna N. Rafferty, Simon Woodhead |
| 2025 | AIED | An Agentic Framework for Real-Time Pedagogical Plot Generation. | S. Thomas Christie, Anna N. Rafferty, Zack Lee, Ella Cutler, Yu Tian, Husni Almoubayyed |
| 2024 | EDM | Uncertainty-preserving deep knowledge tracing with state-space models. | S. Thomas Christie, Carson Cook, Anna N. Rafferty |
| 2024 | EDM | FlexEval: a customizable tool for chatbot performance evaluation and dialogue analysis. | S. Thomas Christie, Baptiste Moreau-Pernet, Yu Tian, John Whitmer |
| 2019 | CogSci | Generating normative predictions with a variable-length rate code. | S. Thomas Christie, Paul Schrater |
| 2019 | EDM | Machine-Learned School Dropout Early Warning at Scale. | S. Thomas Christie, Daniel C. Jarratt, Lukas A. Olson, Taavi T. Taijala |
| 2014 | Interspeech | System for automated speech and language analysis (SALSA). | Kyle Marek-Spartz, Benjamin Knoll, Robert Bill, S. Thomas Christie, Serguei V. S. Pakhomov |
| 2011 | Interspeech | Prosody Toolkit: Integrating HTK, Praat and WEKA. | S. Thomas Christie, Serguei V. S. Pakhomov |