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Workshop

Generative AI for Education (GAIED): Advances, Opportunities, and Challenges

Paul Denny ⋅ Sumit Gulwani ⋅ Neil Heffernan ⋅ Tanja Käser ⋅ Steven Moore ⋅ Anna Rafferty ⋅ Adish Singla
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Abstract

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Schedule

Timezone: America/Los_Angeles
6:50 AM
Opening Remarks
8:00 AM
Coffee Break
10:00 AM
Lunch Break
1:00 PM
Coffee Break
2:30 PM
Panel Discussion
Kristen DiCerbo ⋅ Elena Glassman ⋅ Hieke Keuning ⋅ Tobias Kohn ⋅ Chris Piech ⋅ Lu Wang
3:25 PM
Closing Remarks
Paper 19: Exploring Student-ChatGPT Dialogue in EFL Writing Education
Jieun Han ⋅ Haneul Yoo ⋅ Junho Myung ⋅ Minsun Kim ⋅ Tak Yeon Lee ⋅ So-Yeon Ahn ⋅ Alice Oh
Paper 40: Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference
Zachary Levonian ⋅ Chenglu Li ⋅ Wangda Zhu ⋅ Anoushka Gade ⋅ Owen Henkel ⋅ Millie-Ellen Postle ⋅ Wanli Xing ⋅ Zachary Levonian
Paper 4: Beyond Hallucination: Building a Reliable Question Answering & Explanation System with GPTs
Kazem Jahanbakhsh ⋅ Hajiabadi ⋅ Vipul Gagrani ⋅ Jennifer Louie ⋅ Saurabh Khanwalkar ⋅ Kazem Jahanbakhsh
Paper 9: Angel: A New Generation Tool for Learning Material based Questions and Answers
Ariel Blobstein ⋅ Daniel Izmaylov ⋅ Tal Yifat ⋅ Michal Levy ⋅ Avi Segal ⋅ Avi Segal
Paper 8: Generative Agent for Teacher Training: Designing Educational Problem-Solving Simulations with Large Language Model-based Agents for Pre-Service Teachers
Unggi Lee ⋅ Sanghyeok Lee ⋅ Junbo Koh ⋅ Yeil Jeong ⋅ Haewon Jung ⋅ Gyuri Byun ⋅ Yunseo Lee ⋅ Jewoong Moon ⋅ Jieun Lim ⋅ Hyeoncheol Kim
Paper 26: The Behavior of Large Language Models When Prompted to Generate Code Explanations
Priti Oli ⋅ Rabin Banjade ⋅ Vasile Rus ⋅ Jeevan Chapagain ⋅ Priti Oli
Paper 14: Code Soliloquies for Accurate Calculations in Large Language Models
Shashank Sonkar ⋅ MyCo Le ⋅ Xinghe Chen ⋅ Naiming Liu ⋅ Debshila Basu Mallick ⋅ Richard Baraniuk ⋅ Shashank Sonkar ⋅ Johaun Hatchett
Paper 35: Generative AI in the classroom: can student remain active learners?
RANIA ABDELGHANI ⋅ Hélène Sauzéon ⋅ Pierre-Yves Oudeyer
Paper 33: WordPlay: An Agent Framework for AuthoringPlayful Language Learning Puzzles
Suma Bailis ⋅ Lara McConnaughey ⋅ Jane Friedhoff ⋅ Feiyang Chen ⋅ Chase Adams ⋅ Jacob Moon ⋅ Lara McConnaughey
Paper 11: EHRTutor: Enhancing Patient Understanding of Discharge Instructions
Zihao Zhang ⋅ Zonghai Yao ⋅ Huixue Zhou ⋅ Feiyun ⋅ Hong Yu
Paper 44: Evaluating ChatGPT-generated Textbook Questions using IRT
Shreya Bhandari ⋅ Yunting Liu ⋅ Zachary Pardos
Paper 27: Enhancing Chilean Adolescents Writing Skills: Assisted Story Creation with LLMs
Hernan Lira ⋅ Luis Martí ⋅ Nayat Sánchez-Pi ⋅ Hernan Lira
Paper 5: Benchmarking Educational Program Repair
Charles Koutcheme ⋅ Nicola Dainese ⋅ Sami Sarsa ⋅ Juho Leinonen ⋅ Arto Hellas ⋅ Paul Denny
Paper 47: Detecting Educational Content in Online Videos by Combining Multimodal Cues
Anirban Roy ⋅ Sujeong Kim ⋅ Claire Christensen ⋅ Madeline Cincebeaux
Paper 34: Are LLMs Useful in the Poorest Schools? TheTeacher.AI in Sierra Leone
Jun Ho Choi ⋅ Oliver Garrod ⋅ Paul Atherton ⋅ Andrew Joyce-Gibbons ⋅ Miriam Mason-Sesay ⋅ Daniel Bjorkegren
Paper 15: Efficient Classification of Student Help Requests in Programming Courses Using Large Language Models
Jaromir Savelka ⋅ Paul Denny ⋅ Mark Liffiton ⋅ Brad Sheese ⋅ Jaromir Savelka
Paper 39: An Automated Graphing System for Mathematical Pedagogy
Arya Bulusu ⋅ Brandon Man ⋅ Ashish Jagmohan ⋅ Aditya Vempaty ⋅ Jennifer Mari-Wyka ⋅ Arya Bulusu
Paper 18: Small Generative Language Models for Educational Question Generation
Fares Fawzi ⋅ Sadie Amini ⋅ Sahan Bulathwela ⋅ Sahan Bulathwela ⋅ Zhengxiang Shi
Paper 32: Conversational Programming with LLM-Powered Interactive Support in an Introductory Computer Science Course
J.D. Zamfirescu-Pereira ⋅ Laryn Qi ⋅ Bjorn Hartmann ⋅ john denero ⋅ Narges Norouzi
Paper 7: Neural Task Synthesis for Visual Programming
Victor-Alexandru Pădurean ⋅ Georgios Tzannetos ⋅ Adish Singla
Paper 38: Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems
Robin Schmucker ⋅ Meng Xia ⋅ Amos Azaria ⋅ Tom Mitchell ⋅ Robin Schmucker
Paper 17: Towards AI-Assisted Multiple Choice Question Generation and Quality Evaluation at Scale: Aligning with Bloom’s Taxonomy
Kevin Hwang ⋅ Sai Challagundla ⋅ Maryam Alomair ⋅ Karen Chen ⋅ Fow-Sen Choa ⋅ Kevin Hwang
Paper 10: Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context Learning
Hunter McNichols ⋅ Wanyong Feng ⋅ Jaewook Lee ⋅ Alexander Scarlatos ⋅ Digory Smith ⋅ Simon Woodhead ⋅ Andrew Lan ⋅ Alexander Scarlatos
Paper 21: Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks
Indraprastha Delhi ⋅ Mohit Gupta ⋅ Kritarth Prasad ⋅ Navya Singla ⋅ Sanjana Sanjeev ⋅ Jatin Kumar ⋅ Adarsh Raj Shivam ⋅ Rajiv Ratn Shah
Paper 30: Transforming Healthcare Education: Harnessing Large Language Models for Frontline Health Worker Capacity Building using Retrieval-Augmented Generation
Yasmina Al Ghadban ⋅ Huiqi Yvonne Lu ⋅ Uday Adavi ⋅ Ankita ⋅ Sridevi Gara ⋅ Neelanjana Das ⋅ Bhaskar Kumar ⋅ Renu Johns ⋅ Praveen Devarsetty ⋅ Jane Hirst ⋅ Uday Adavi