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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-05-29 · via Proceedings of Machine Learning Research

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Volume 257: AI for Education Workshop, 26-27 February 2024, Vancouver Convention Center, Vancouver, Canada

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Editors: Muktha Ananda, Debshila Basu Malick, Jill Burstein, Lydia T. Liu, Zitao Liu, James Sharpnack, Zichao Wang, Serena Wang

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AI for Education at AAAI 2024 Bridging Innovation and Responsibility

Muktha Ananda, Debshila Basu Malick, Jill Burstein, Lydia T. Liu, Zitao Liu, James Sharpnack, Zichao Wang, Serena Wang; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:1-2

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Current Evaluation Methods are a Bottleneck in Automatic Question Generation

; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:3-8

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Challenges and Opportunities of Moderating Usage of Large Language Models in Education

Lars Krupp, Steffen Steinert, Maximilian Kiefer-Emmanouilidis, Karina E Avila, Paul Lukowicz, Jochen Kuhn, Stefan Küchemann, Jakob Karolus; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:9-18

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Evaluation of the Instance Weighting Strategy for Transfer Learning of Educational Predictive Models

Mariia Luzan, Christopher Brooks; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:19-28

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Exploring the Relationship Between Feature Attribution Methods and Model Performance

Priscylla Silva, Claudio Silva, Luis Gustavo Nonato; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:29-38

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Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks

Xiran Qu, Xuequn Shang, Yupei Zhang; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:39-47

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Problem-Solving Guide (PSG): Predicting the Algorithm Tags and Difficulty for Competitive Programming Problems

Juntae Kim, Eunjung Cho, Dongbin Na; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:48-56

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LogicPrpBank: A Corpus for Logical Implication and Equivalence

Zhexiong Liu, Jing Zhang, Jiaying Lu, Wenjing Ma, Joyce C. Ho; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:57-65

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Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation

Zifei F. Han, Jionghao Lin, Ashish Gurung, Danielle R Thomas, Eason Chen, Conrad Borchers, Shivang Gupta, Kenneth R Koedinger; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:66-76

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Using Large Language Models to Assess Tutors’ Performance in Reacting to Students Making Math Errors

Sanjit Kakarla, Danielle R Thomas, Jionghao Lin, Shivang Gupta, Kenneth R Koedinger; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:77-84

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AI-Augmented Advising: A Comparative Study of GPT-4 and Advisor-based Major Recommendations

Kasra Lekan, Zachary A. Pardos; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:85-96

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Automatic Scoring of Students’ Science Writing Using Hybrid Neural Network

Ehsan Latif, Xiaoming Zhai; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:97-106

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Explaining code examples in introductory programming courses: Llm vs humans

Arun-Balajiee Lekshmi-Narayanan, Priti Oli, Jeevan Chapagain, Mohammad Hassany, Rabin Banjade, Peter Brusilovsky, Vasile Rus; arXiv preprint arXiv:2403.05538, PMLR 257:107-117

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Automated Assessment of Students’ Code Comprehension using LLM

Priti Oli, Rabin Banjade, Jeevan Chapagain, Vasile Rus; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:118-128

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Synthesizing a Progression of Subtasks for Block-Based Visual Programming Tasks

Alperen Tercan, Ahana Ghosh, Hasan Ferit Eniser, Maria Christakis, Adish Singla; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:129-138

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Augmented Debate-Centered Instruction: A Novel Research Agenda for Responsible AI Integration in Education

Stefan Bauschard, Alan Coverstone, Devin Gonier, John Hines, Anand Rao; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:139-150

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Generating Piano Practice Policy with a Gaussian Process

Alexandra Moringen, Elad Vromen, Helge Ritter, Jason Friedman; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:151-161

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Learning to Compare Hints: Combining Insights from Student Logs and Large Language Models

Ted Zhang, Harshith Arun Kumar, Robin Schmucker, Amos Azaria, Tom Mitchell; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:162-169

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Using Large Language Models for Student-Code Guided Test Case Generation in Computer Science Education

Nischal Ashok Kumar, Andrew S. Lan; Proceedings of the 2024 AAAI Conference on Artificial Intelligence, PMLR 257:170-179

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