FoL 2026
AIED

Equity and Collaborative Learning in AIED

Wed Jul 1, 10:45 AM–12:00 PM · North 201
Equity, Fairness & Inclusion Collaborative Learning & CSCL
★ Notable speakers
Shamya Karumbaiah ★ — Affect detection, student engagement modeling, and equity/bias in intelligent tutoring and adaptive learning
Yi Song ★ — Argumentation learning progressions; automated scoring of written arguments; NLP for writing assessment
Ido Roll ★ — Metacognition, help-seeking, intelligent tutoring systems; bridging learning analytics with learning design

AIED41 (SL) | Social | Long-paper session

3 talks in this session

Scaffolding Critical Engagement with GenAI: Transforming Ethnic Minority Preparatory Students’ Collaborative Discourse in Prompt Engineering Tasks
Deliang Wang, Cunling Bian
Generative AI & Large Language Models Prompt Engineering & RAG Collaborative Learning & CSCL
How Students Interpret Representational Cues in AI-Generated Educational Illustrations
Jihyun Rho, Shamya Karumbaiah
Generative AI & Large Language Models Multimodal Learning Analytics Equity, Fairness & Inclusion
Toward Fair and Scalable Assessment of Socially Shared Regulation of Learning with Large Language Models
Yang Jiang, Yi Song, Ido Roll, Jiangang Hao, Chunyi Ruan
Generative AI & Large Language Models Automated Assessment & Scoring Self-Regulated Learning