Jakub Macina

20 papers A* 4A 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning.
EMNLP
David Dinucu-Jianu, Jakub Macina, Nico Daheim, Ido Hakimi, Iryna Gurevych, Mrinmaya Sachan
2025 J jnl
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning.
CoRR
David Dinucu-Jianu, Jakub Macina, Nico Daheim, Ido Hakimi, Iryna Gurevych, Mrinmaya Sachan
2025 A* conf
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors.
EMNLP
Jakub Macina, Nico Daheim, Ido Hakimi, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2025 J jnl
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors.
CoRR
Jakub Macina, Nico Daheim, Ido Hakimi, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2025 — conf
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure.
ACL (Findings)
Romain Puech, Jakub Macina, Julia Chatain, Mrinmaya Sachan, Manu Kapur
2024 — conf
Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots.
ACL (Findings)
Junling Wang, Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Mrinmaya Sachan
2024 J jnl
Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots.
CoRR
Junling Wang, Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Mrinmaya Sachan
2024 A* conf
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors.
EMNLP
Nico Daheim, Jakub Macina, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2024 J jnl
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors.
CoRR
Nico Daheim, Jakub Macina, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2024 J jnl
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure.
CoRR
Romain Puech, Jakub Macina, Julia Chatain, Mrinmaya Sachan, Manu Kapur
2023 — conf
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems.
EMNLP (Findings)
Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2023 J jnl
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems.
CoRR
Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2023 A conf
Opportunities and Challenges in Neural Dialog Tutoring.
EACL
Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2023 J jnl
Opportunities and Challenges in Neural Dialog Tutoring.
CoRR
Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
2022 A* conf
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems.
EMNLP
Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan
2022 J jnl
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems.
CoRR
Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan
2022 J jnl
Exploring Customer Price Preference and Product Profit Role in Recommender Systems.
CoRR
Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková
2022 J jnl
Exploring Customer Price Preference and Product Profit Role in Recommender Systems.
IEEE Intell. Syst.
Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková
2019 — conf
Predicting Suitable Time for Sending Marketing Emails.
ISAT (2)
Ján Paralic, Tomás Kaszoni, Jakub Macina
2017 A conf
Educational Question Routing in Online Student Communities.
RecSys
Jakub Macina, Ivan Srba, Joseph Jay Williams, Mária Bieliková