Educational Question Routing in Online Student Communities. - Jakub Macina; Ivan Srba; Joseph Jay Williams; Mária Bieliková (RecSys, 2017)

Predicting Suitable Time for Sending Marketing Emails. - Ján Paralic; Tomás Kaszoni; Jakub Macina (ISAT (2), 2019)

Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. - Kumar Shridhar; Jakub Macina; Mennatallah El-Assady; Tanmay Sinha; Manu Kapur; Mrinmaya Sachan (EMNLP, 2022)

Exploring Customer Price Preference and Product Profit Role in Recommender Systems. - Michal Kompan; Peter Gaspar; Jakub Macina; Matus Cimerman; Mária Bieliková (IEEE Intell. Syst., 2022)

Opportunities and Challenges in Neural Dialog Tutoring. - Jakub Macina; Nico Daheim; Lingzhi Wang 001; Tanmay Sinha; Manu Kapur; Iryna Gurevych; Mrinmaya Sachan (EACL, 2023)

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 (EMNLP (Findings), 2023)

Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots. - Junling Wang 001; Jakub Macina; Nico Daheim; Sankalan Pal Chowdhury; Mrinmaya Sachan (ACL (Findings), 2024)

Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors. - Nico Daheim; Jakub Macina; Manu Kapur; Iryna Gurevych; Mrinmaya Sachan (EMNLP, 2024)

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 (ACL (Findings), 2025)

MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors. - Jakub Macina; Nico Daheim; Ido Hakimi; Manu Kapur; Iryna Gurevych; Mrinmaya Sachan (CoRR, 2025)

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 (CoRR, 2025)