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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 264: Large Foundation Models for Educational Assessment, 15-16 December 2024, Vancouver, BC, Canada

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Editors: Sheng Li, Zhongmin Cui, Jiasen Lu, Deborah Harris, Shumin Jing

[bib][citeproc]

Contents:

  • Preface
  • Contributed Papers

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Preface

The First Workshop on Large Foundation Models for Educational Assessment

; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:1-2

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Contributed Papers

MIRROR: A Novel Approach for the Automated Evaluation of Open-Ended Question Generation

Aniket Deroy, Subhankar Maity, Sudeshna Sarkar; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:3-32

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Gemini Pro Defeated by GPT-4V: Evidence from Education

Gyeonggeon Lee, Lehong Shi, Ehsan Latif, Xiaoming Zhai; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:33-60

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Automatic Generation of Question Hints for Mathematics Problems using Large Language Models in Educational Technology

Junior Cedric Tonga, Benjamin Clement, Pierre-Yves Oudeyer; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:61-102

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Automated Feedback Generation for Open-Ended Questions: Insights from Fine-Tuned LLMs

Elisabetta Mazzullo, Okan Bulut; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:103-120

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BanditCAT and AutoIRT: Machine Learning Approaches to Computerized Adaptive Testing and Item Calibration

James Sharpnack, Kevin Hao, Phoebe Mulcaire, Klinton Bicknell, Geoff LaFlair, Kevin Yancey, Alina A. von Davier; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:121-135

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VISTA: Visual Integrated System for Tailored Automation in Math Problem Generation Using LLM

Jeongwoo Lee, Kwangsuk Park, Jihyeon Park; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:136-156

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Enhancing Non-Cognitive Assessments with GPT: Innovations in Item Generation and Translation for the University Belonging Questionnaire

Mingfeng Xue, Yunting Liu, HuaXia Xiong; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:157-172

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A Large Foundation Model for Assessing Spatially Distributed Personality Traits

Avi Bleiweiss; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:173-185

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Towards Scalable Automated Grading: Leveraging Large Language Models for Conceptual Question Evaluation in Engineering

Rujun Gao, Xiaosu Guo, Xiaodi Li, Arun Balajiee Lekshmi Narayanan, Naveen Thomas, Arun R. Srinivasa; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:186-206

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Leveraging Grounded Large Language Models to Automate Educational Presentation Generation

Eric Xie, Guangzhi Xiong, Haolin Yang, Olivia Coleman, Michael Kennedy, Aidong Zhang; Proceedings of Large Foundation Models for Educational Assessment, PMLR 264:207-220

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