| 2025 | ACL | Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure. | Romain Puech, Jakub Macina, Julia Chatain, Mrinmaya Sachan, Manu Kapur |
| 2025 | EMNLP | From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning. | David Dinucu-Jianu, Jakub Macina, Nico Daheim, Ido Hakimi, Iryna Gurevych, Mrinmaya Sachan |
| 2025 | EMNLP | MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors. | Jakub Macina, Nico Daheim, Ido Hakimi, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan |
| 2024 | ACL | Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots. | Junling Wang, Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Mrinmaya Sachan |
| 2024 | EMNLP | Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors. | Nico Daheim, Jakub Macina, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan |
| 2023 | EACL | Opportunities and Challenges in Neural Dialog Tutoring. | Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan |
| 2023 | EMNLP | MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems. | Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan |
| 2022 | EMNLP | Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. | Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan |
| 2017 | RecSys | Educational Question Routing in Online Student Communities. | Jakub Macina, Ivan Srba, Joseph Jay Williams, Mria Bielikov |