Workshop

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

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

Project Page

Abstract

GAIED (pronounced "guide") aims to bring together researchers, educators, and practitioners to explore the potential of generative AI for enhancing education.

Video

Chat is not available.

Schedule

Timezone: America/Los_Angeles

6:15 AM

Preparation by Organizers Setup

6:30 AM

Poster Setup by Authors Setup

6:50 AM

Opening Remarks Remarks

Video

7:00 AM

Invited Talk 1: Personalized Writing Learning Assistant using Natural Language Processing: Opportunities and Challenges Talk

Lu Wang

Video

Link

7:30 AM

Invited Talk 2: Generating and Revealing Structured Variation to Help Humans Learn [Programming] Talk

Elena Glassman

Video

Link

8:00 AM

Coffee Break

8:30 AM

Invited Talk 3: Learning Programming in the Era of Generative AI Talk

Hieke Keuning

Video

Link

9:00 AM

Poster Session I Posters

10:00 AM

Lunch Break

11:30 AM

Invited Talk 4: Hopes and Fears: Should We Use AI in Schools and Will It Revolutionise How We Think About Education? Talk

Tobias Kohn

Video

Link

12:00 PM

Poster Session II Posters

1:00 PM

Coffee Break

1:30 PM

Invited Talk 5: Generative AI for Joyful Education Talk

Chris Piech

Video

Link

2:00 PM

Invited Talk 6: Implementation of AI Tools in Education at Scale Talk

Kristen DiCerbo

Video

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2:30 PM

Panel Discussion Panel

Kristen DiCerbo · Elena Glassman · Hieke Keuning · Tobias Kohn · Chris Piech · Lu Wang

Video

3:25 PM

Closing Remarks Remarks

Paper 19: Exploring Student-ChatGPT Dialogue in EFL Writing Education Poster

Jieun Han · Haneul Yoo · Junho Myung · Minsun Kim · Tak Yeon Lee · So-Yeon Ahn · Alice Oh

Link

Paper 40: Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference Poster

Zachary Levonian · Chenglu Li · Wangda Zhu · Anoushka Gade · Owen Henkel · Millie-Ellen Postle · Wanli Xing · Zachary Levonian

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Paper 4: Beyond Hallucination: Building a Reliable Question Answering & Explanation System with GPTs Poster

Kazem Jahanbakhsh · Hajiabadi · Vipul Gagrani · Jennifer Louie · Saurabh Khanwalkar · Kazem Jahanbakhsh

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Paper 9: Angel: A New Generation Tool for Learning Material based Questions and Answers Poster

Ariel Blobstein · Daniel Izmaylov · Tal Yifat · Michal Levy · Avi Segal · Avi Segal

Link

Paper 16: Diffusion Models in Dermatological Education: Flexible High Quality Image Generation for VR-based Clinical Simulations Poster

Leon Pielage · Paul Schmidle · Bernhard Marschall · Benjamin Risse

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Paper 46: Improving the Coverage of GPT for Automated Feedback on High School Programming Assignments Poster

Shubham Sahai · Umair Ahmed · Ben Leong

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Paper 8: Generative Agent for Teacher Training: Designing Educational Problem-Solving Simulations with Large Language Model-based Agents for Pre-Service Teachers Poster

Unggi Lee · Sanghyeok Lee · Junbo Koh · Yeil Jeong · Haewon Jung · Gyuri Byun · Yunseo Lee · Jewoong Moon · Jieun Lim · Hyeoncheol Kim

Link

Paper 26: The Behavior of Large Language Models When Prompted to Generate Code Explanations Poster

Priti Oli · Rabin Banjade · Vasile Rus · Jeevan Chapagain · Priti Oli

Link

Paper 43: Large language model augmented exercise retrieval for personalized language learning Poster

Austin Xu · Klinton Bicknell · Will Monroe

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Paper 14: Code Soliloquies for Accurate Calculations in Large Language Models Poster

Shashank Sonkar · MyCo Le · Xinghe Chen · Naiming Liu · Debshila Basu Mallick · Richard Baraniuk · Shashank Sonkar · Johaun Hatchett

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Paper 35: Generative AI in the classroom: can student remain active learners? Poster

RANIA ABDELGHANI · Hélène Sauzéon · Pierre-Yves Oudeyer

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Paper 33: WordPlay: An Agent Framework for AuthoringPlayful Language Learning Puzzles Poster

Suma Bailis · Lara McConnaughey · Jane Friedhoff · Feiyang Chen · Chase Adams · Jacob Moon · Lara McConnaughey

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Paper 11: EHRTutor: Enhancing Patient Understanding of Discharge Instructions Poster

Zihao Zhang · Zonghai Yao · Huixue Zhou · Feiyun · Hong Yu

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Paper 44: Evaluating ChatGPT-generated Textbook Questions using IRT Poster

Shreya Bhandari · Yunting Liu · Zachary Pardos

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Paper 27: Enhancing Chilean Adolescents Writing Skills: Assisted Story Creation with LLMs Poster

Hernan Lira · Luis Martí · Nayat Sánchez-Pi · Hernan Lira

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Paper 5: Benchmarking Educational Program Repair Poster

Charles Koutcheme · Nicola Dainese · Sami Sarsa · Juho Leinonen · Arto Hellas · Paul Denny

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Paper 47: Detecting Educational Content in Online Videos by Combining Multimodal Cues Poster

Anirban Roy · Sujeong Kim · Claire Christensen · Madeline Cincebeaux

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Paper 3: AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Poster

Zhen Guo · Shangdi Yu · Zhen Guo

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Paper 34: Are LLMs Useful in the Poorest Schools? TheTeacher.AI in Sierra Leone Poster

Jun Ho Choi · Oliver Garrod · Paul Atherton · Andrew Joyce-Gibbons · Miriam Mason-Sesay · Daniel Bjorkegren

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Paper 31: Field experiences and reflections on using LLMs to generate comprehensive lecture metadata Poster

sumit asthana · Taimoor Arif · Kevyn Collins-Thompson

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Paper 48: GAI-Enhanced Assignment Framework: A Case Study on Generative AI Powered History Education Poster

Cagla Acun · Ramazan Acun

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Paper 15: Efficient Classification of Student Help Requests in Programming Courses Using Large Language Models Poster

Jaromir Savelka · Paul Denny · Mark Liffiton · Brad Sheese · Jaromir Savelka

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Paper 39: An Automated Graphing System for Mathematical Pedagogy Poster

Arya Bulusu · Brandon Man · Ashish Jagmohan · Aditya Vempaty · Jennifer Mari-Wyka · Arya Bulusu

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Paper 18: Small Generative Language Models for Educational Question Generation Poster

Fares Fawzi · Sadie Amini · Sahan Bulathwela · Sahan Bulathwela · Zhengxiang Shi

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Paper 32: Conversational Programming with LLM-Powered Interactive Support in an Introductory Computer Science Course Poster

J.D. Zamfirescu-Pereira · Laryn Qi · Bjorn Hartmann · john denero · Narges Norouzi

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Paper 41: AI-Augmented Advising: A Comparative Study of ChatGPT-4 and Advisor-based Major Recommendations Poster

Kasra Lekan · Zachary Pardos

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Paper 12: The Power of Personalization and Contextualization: Early Student Performance Forecasting with Language Models Poster

Ahatsham Hayat · Mohammad Hasan

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Paper 7: Neural Task Synthesis for Visual Programming Poster

Victor-Alexandru Pădurean · Georgios Tzannetos · Adish Singla

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Paper 38: Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems Poster

Robin Schmucker · Meng Xia · Amos Azaria · Tom Mitchell · Robin Schmucker

Link

Paper 17: Towards AI-Assisted Multiple Choice Question Generation and Quality Evaluation at Scale: Aligning with Bloom’s Taxonomy Poster

Kevin Hwang · Sai Challagundla · Maryam Alomair · Karen Chen · Fow-Sen Choa · Kevin Hwang

Link

Paper 10: Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context Learning Poster

Hunter McNichols · Wanyong Feng · Jaewook Lee · Alexander Scarlatos · Digory Smith · Simon Woodhead · Andrew Lan · Alexander Scarlatos

Link

Paper 21: Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks Poster

Indraprastha Delhi · Mohit Gupta · Kritarth Prasad · Navya Singla · Sanjana Sanjeev · Jatin Kumar · Adarsh Raj Shivam · Rajiv Ratn Shah

Link

Paper 30: Transforming Healthcare Education: Harnessing Large Language Models for Frontline Health Worker Capacity Building using Retrieval-Augmented Generation Poster

Yasmina Al Ghadban · Huiqi Yvonne Lu · Uday Adavi · Ankita · Sridevi Gara · Neelanjana Das · Bhaskar Kumar · Renu Johns · Praveen Devarsetty · Jane Hirst · Uday Adavi

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