Jakub Macina
10 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
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large language model
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educational technology
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llm tutoring
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dialogue system
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tutoring system
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dialog tutoring
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reinforcement learning
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instruction learning
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Papers
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
EMNLP 2025
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure
ACL 2025
Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward
ACL 2025
Can LLMs Effectively Simulate Human Learners? Teachersβ Insights from Tutoring LLM Students
ACL 2025
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
EMNLP 2025
Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots
ACL 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
EMNLP 2024
Opportunities and Challenges in Neural Dialog Tutoring
EACL 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
EMNLP 2023
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
EMNLP 2022