| 2026 | ACL | KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks. | Zhangqi Duan, Nigel Fernandez, Andrew Lan |
| 2026 | ACL | Automated Knowledge Component Generation and Interpretable Knowledge Tracing in Coding Problems. | Zhangqi Duan, Nigel Fernandez, Arun Balajiee Lekshmi Narayanan, Mohammad Hassany, Rafaella Sampaio de Alencar, Peter Brusilovsky, Bita Akram, Andrew Lan |
| 2025 | EMNLP | SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction. | Alexander Scarlatos, Nigel Fernandez, Christopher Ormerod, Susan Lottridge, Andrew S. Lan |
| 2025 | LAK | Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks. | Zhangqi Duan, Nigel Fernandez, Alexander Hicks, Andrew S. Lan |
| 2024 | ACL | SyllabusQA: A Course Logistics Question Answering Dataset. | Nigel Fernandez, Alexander Scarlatos, Andrew S. Lan |
| 2024 | EDM | Interpreting Latent Student Knowledge Representations in Programming Assignments. | Nigel Fernandez, Andrew S. Lan |
| 2024 | EMNLP | DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions. | Nigel Fernandez, Alexander Scarlatos, Wanyong Feng, Simon Woodhead, Andrew S. Lan |
| 2022 | AIED | Automated Scoring for Reading Comprehension via In-context BERT Tuning. | Nigel Fernandez, Aritra Ghosh, Naiming Liu, Zichao Wang, Benot Choffin, Richard G. Baraniuk, Andrew S. Lan |
| 2017 | ICONIP | 3HAN: A Deep Neural Network for Fake News Detection. | Sneha Singhania, Nigel Fernandez, Shrisha Rao |