AAAI 2024 Workshop AI4ED Submissions

Augmented Debate-Centered Instruction: A Novel Research Agenda for Responsible AI Integration in Education
Stefan Bauschard, Alan Coverstone, Devin Gonier, John Hines, Anand Rao
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2poster
- Readers: Everyone
Learning to Compare Hints: Combining Insights from Student Logs and Large Language Models
Ted Zhang, Harshith Arun Kumar, Robin Schmucker, Amos Azaria, Tom Mitchell
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1oral
- Readers: Everyone
PeerChat: Scaling Peer Tutoring with AI Tutees
Ojas Karnavat, Soren Rosier
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
For those who don't know (how) to ask: Building a dataset of technology questions for digital newcomers
Evan Lucas, Kelly Steelman, Leo Ureel, Charles Wallace
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
Current Evaluation Methods are a Bottleneck in Automatic Question Generation
Guher Gorgun, Okan Bulut
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
From Words to Wisdom: Automatically Generating Knowledge Graphs for Interpretable Educational AI
Johaun Hatchett, Debshila Basu Mallick, Richard Baraniuk
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation
Zifei FeiFei Han, Jionghao Lin, Ashish Gurung, Danielle Thomas, Eason Chen, Conrad Borchers, Shivang Gupta, Ken Koedinger
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1oral
- Readers: Everyone
Automatic Scoring of Students’ Science Writing Using Hybrid Neural Network
Ehsan Latif, Xiaoming Zhai
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
The Impact of Student-AI Collaborative Feedback Generation on Learning Outcomes
Anjali Singh, Christopher Brooks, Xu Wang
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1oral
- Readers: Everyone
Exploring the Relationship Between Feature Attribution Methods and Model Performance
Priscylla Silva, Claudio Silva, Luis Gustavo Nonato
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2spotlight
- Readers: Everyone
Unveiling Sentiment in Online Peer Learning through Machine Learning and LLMs
Karen DSouza, Pratibha Varma-Nelson, Shiaofen Fang, Snehasis Mukhopadhyay
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
ClaraNP: Generative Interface for Nursing Education with Hallucination Mitigation
Gulustan Dogan, Henry Salkever
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
A.I. Math Personalization Tool (AMPT): Empowering Students through Peer-Authored Math Content
Kole Norberg, Ethan Shafran Moltz, Husni Almoubayyed, Logan De Ley, Josh Fisher, April Murphy, Stephen E. Fancsali, Steve Ritter
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
Evaluation of the instance weighting strategy for transfer learning of educational predictive models
Mariia Luzan, Christopher Brooks
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2spotlight
- Readers: Everyone
LogicPrpBank: A Corpus for Logical Implication and Equivalence
Zhexiong Liu, Jing Zhang, Jiaying Lu, Wenjing Ma, Joyce C. Ho
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors
Sanjit Kakarla, Danielle Thomas, Jionghao Lin, Shivang Gupta, Ken Koedinger
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1oral
- Readers: Everyone
Building an Instructional Design–Backed, GPT-Driven AI Tutor for Math Homework Support
Josh Fisher, Husni Almoubayyed, Stephen E. Fancsali, Steve Ritter, Logan De Ley, Zack Lee
- Published: 14 Dec 2023, Last Modified: 17 May 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
Equity Implications of Using AI Tools in the College Admissions Process
Julie M. Smith, Jordan Williamson, Monica McGill
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2poster
- Readers: Everyone
Human-in-the-Loop AI for Cheating Ring Detection
Yong-Siang Shih, Manqian Liao, Ruidong Liu, Mirza Basim Baig
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2poster
- Readers: Everyone
Identifying Vulnerabilities and Fortifying Defenses in Automated Short-Answer Grading
Yiyun Zhou, Victoria Yaneva, Peter Baldwin, Le An Ha, Saed Rezayi, Polina Harik
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2spotlight
- Readers: Everyone
Generating Piano Practice Policy with a Gaussian Process
Alexandra Moringen, Elad Vromen, Helge Ritter, Jason Friedman
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone
Could ChatGPT be an Engineer? Evaluating Higher Education Vulnerability to AI Assistants
Beatriz Borges, Negar Foroutan, Deniz Bayazit, Syrielle Montariol, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Anna Sotnikova, Tanya Nazaretsky, Seyed Parsa Neshaei, Jibril Frej, Angelika Romanou, Gail Weiss, Sepideh Mamooler, Zeming Chen, Simin Fan, Silin Gao, Mete Ismayilzada, Debjit Paul, Tanja Käser et al. (1 additional authors not shown)
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2spotlight
- Readers: Everyone
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks
Xiran Qu, Xuequn Shang, Yupei Zhang
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1oral
- Readers: Everyone
Lessons Learned About Transparency, Fairness, and Explainability from Two Automated Scoring Challenges
John Whitmer, Magdalen Beiting-Parrish
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day2poster
- Readers: Everyone
Analego: Let's build analogies together!
Bhavya Bhavya, Yang Zhou, Shradha Sehgal, Suma Bhat, ChengXiang Zhai
- Published: 14 Dec 2023, Last Modified: 04 Jun 2024
- AI4ED-AAAI-2024 day1poster
- Readers: Everyone