| Open-ended knowledge tracing for computer science education N Liu, Z Wang, R Baraniuk, A Lan Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 68* | 2022 |
| Class: A design framework for building intelligent tutoring systems based on learning science principles S Sonkar, N Liu, DB Mallick, RG Baraniuk arXiv preprint arXiv:2305.13272, 2023 | 45* | 2023 |
| Automated scoring for reading comprehension via in-context bert tuning N Fernandez, A Ghosh, N Liu, Z Wang, B Choffin, R Baraniuk, A Lan International conference on artificial intelligence in education, 691-697, 2022 | 40 | 2022 |
| Novice learner and expert tutor: Evaluating math reasoning abilities of large language models with misconceptions N Liu, S Sonkar, Z Wang, S Woodhead, RG Baraniuk arXiv preprint arXiv:2310.02439, 2023 | 17 | 2023 |
| Code soliloquies for accurate calculations in large language models S Sonkar, X Chen, M Le, N Liu, D Basu Mallick, R Baraniuk Proceedings of the 14th Learning Analytics and Knowledge Conference, 828-835, 2024 | 14 | 2024 |
| Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits S Sonkar, N Liu, DB Mallick, RG Baraniuk International Conference on Artificial Intelligence in Education, 309-323, 2024 | 5 | 2024 |
| Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning S Sonkar, N Liu, RG Baraniuk arXiv preprint arXiv:2404.15156, 2024 | 5* | 2024 |
| NeuroView-RNN: It’s About Time CJ Barberan, S Alemmohammad, N Liu, R Balestriero, R Baraniuk Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 4 | 2022 |
| Wearing a mask: Compressed representations of variable-length sequences using recurrent neural tangent kernels S Alemohammad, H Babaei, R Balestriero, MY Cheung, AI Humayun, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 3 | 2021 |
| LLM-based Cognitive Models of Students with Misconceptions S Sonkar, X Chen, N Liu, RG Baraniuk, M Sachan arXiv preprint arXiv:2410.12294, 2024 | 2 | 2024 |
| A Visual Tour Of Current Challenges In Multimodal Language Models S Sonkar, N Liu, RG Baraniuk arXiv preprint arXiv:2210.12565, 2022 | 2 | 2022 |
| Synthetic Context Generation for Question Generation N Liu, Z Wang, R Baraniuk arXiv preprint arXiv:2406.13188, 2024 | 1 | 2024 |
| Training LLM-based Tutors to Improve Student Learning Outcomes in Dialogues A Scarlatos, N Liu, J Lee, R Baraniuk, A Lan arXiv preprint arXiv:2503.06424, 2025 | | 2025 |
| Atomic Learning Objectives and LLMs Labeling: A High-Resolution Approach for Physics Education N Liu, S Sonkar, D Basu Mallick, R Baraniuk, Z Chen Proceedings of the 15th International Learning Analytics and Knowledge …, 2025 | | 2025 |
| Do LLMs Make Mistakes Like Students? Exploring Natural Alignment between Language Models and Human Error Patterns N Liu, S Sonkar, RG Baraniuk arXiv preprint arXiv:2502.15140, 2025 | | 2025 |
| The Imitation Game for Educational AI S Sonkar, N Liu, X Chen, RG Baraniuk arXiv preprint arXiv:2502.15127, 2025 | | 2025 |
| Atomic Learning Objectives Labeling: A High-Resolution Approach for Physics Education N Liu, S Sonkar, DB Mallick, R Baraniuk, Z Chen arXiv preprint arXiv:2412.09914, 2024 | | 2024 |
| MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education S Sonkar, N Liu, MC Le, R Baraniuk Findings of the Association for Computational Linguistics: EMNLP 2024, 15554 …, 2024 | | 2024 |
| Titan: Bringing the Deep Image Prior to Implicit Representations L Luzi, D LeJeune, A Siahkoohi, S Alemohammad, V Saragadam, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| NFT-K: Non-Fungible Tangent Kernels S Alemohammad, H Babaei, CJ Barberan, N Liu, L Luzi, B Mason, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | | 2022 |
