Jakub Macina

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authored a paper 8 months ago

From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning

Paper • 2505.15607 • Published May 21, 2025 • 3

authored a paper 10 months ago

MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors

Paper • 2502.18940 • Published Feb 26, 2025 • 2

authored a paper 11 months ago

Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors

Paper • 2407.09136 • Published Jul 12, 2024 • 1

authored 2 papers over 1 year ago

Opportunities and Challenges in Neural Dialog Tutoring

Paper • 2301.09919 • Published Jan 24, 2023

Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots

Paper • 2403.03307 • Published Mar 5, 2024

authored 2 papers about 2 years ago

Automatic Generation of Socratic Subquestions for Teaching Math Word Problems

Paper • 2211.12835 • Published Nov 23, 2022

MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems

Paper • 2305.14536 • Published May 23, 2023 • 2