Jakub Macina
10 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🤝 Dynamic Duo (10)
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Prolific Year · Productive
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Keyword Collector
(61)
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Trend Setter
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Century Club · Bronze
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The Questioner
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Research topics
Artificial Intelligence
(9)
Natural Language Processing
(9)
Core AI
(9)
Generation
(6)
Interdisciplinary
(5)
Education
(4)
Resources & Methods
(4)
Machine Learning
(3)
Applications
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(8)
educational technology
(3)
llm tutoring
(3)
dialogue system
(3)
tutoring system
(2)
dialog tutoring
(2)
reinforcement learning
(2)
error detection
(1)
prompt optimization
(1)
conversational ai
(1)
instruction learning
(1)
reasoning verification
(1)
human evaluation
(1)
human-ai interaction
(1)
reward model
(1)
question generation
(1)
math word problem
(1)
pedagogical strategies
(1)
dialog system
(1)
synthetic data
(1)
Papers
Can LLMs Effectively Simulate Human Learners? Teachers’ Insights from Tutoring LLM Students
ACL 2025
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
EMNLP 2025
Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward
ACL 2025
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
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
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
EMNLP 2023
Opportunities and Challenges in Neural Dialog Tutoring
EACL 2023
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
EMNLP 2022