ISLS 2026
Short Paper ✕ Generative AI & Large Language Models ✕ Clear filters
Thursday, June 18 · 8 sessions

8:00 AM

2 options scroll
Long Paper · ALP 1700

Argumentation, Discourse, and Agency

Papers examine argumentation, discourse, and agency across settings, from learner feedback agency and laypeople's evaluation of online health information to thinking routines in EFL film discussions. Additional talks address facilitation dilemmas in teacher video clubs and learner engagement in LLM-supported complex-systems simulations.

Generative AI & Large Language Models in a talk
5 talks
Short Paper · ALP 2200

Innovative Design for Learning

A short-paper session on designing innovative learning environments, spanning embodied game-based math, collaborative argumentation amid misinformation, and shared feedback visualization in simulation debriefing. Several papers examine generative-AI chatbots in computing education, from technology acceptance to effects on fifth graders' computational thinking.

Generative AI & Large Language Models in a talk
5 talks

10:00 AM

5 options scroll
Short Paper · ALP 1100

Scaffolding and design of scaffolds

Papers examine scaffolding and scaffold design, from teachers co-navigating student uncertainty in science to instructional scaffolding of interlocking models in phenomenon-driven units. Other talks cover curriculum-mediated teacher noticing in geometry simulations, personalized Parsons code puzzles, and AI designed to scaffold generative cognitive engagement.

Generative AI & Large Language Models in a talk
5 talks
Short Paper · ALP 2500

Perceptions of Innovation and Change

Papers examine perceptions of innovation and change, with several analyzing teacher and STEM-educator sentiments about generative AI through social media discourse on X and Reddit. Other talks cover participatory design for AI in teacher education, reconceptualizing conversational AI as a learning medium, and NGSS implementation.

Generative AI & Large Language Models in a talk
5 talks
Short Paper · ALP 2700

AI Literacy, AI Tools, Teacher learning

Short papers address AI literacy, AI tools, and teacher learning, tracing teachers' evolving participation in AI education and critical AI literacy developed through design problem solving. Threads include posthuman creativity with GenAI in an Indian design workshop, redistributing cognition in AI-supported writing, and instructor scaffolding of student GenAI use.

Generative AI & Large Language Models in a talk
6 talks
Short Paper · ALP 3600

Strategies and frameworks for learning analytics at multiple scales

Short papers present strategies and frameworks for learning analytics at multiple scales, including latent profile analysis of math anxiety in game-based learning and teacher engagement in micro-credential PD. Other talks compare small versus large language models for generating math problems and examine self-regulated learning with GenAI.

Generative AI & Large Language Models in a talk
6 talks
Short Paper · ALP 3610

Critical Perspectives in Learning Environments

Short papers bring critical perspectives to learning environments, covering AI-supported personality alignment among pre-service teachers, teachers designing AI-ethics scenarios with LLM tools, and whether critical pedagogy survives algorithmic social-media constraints. Other talks explore service-learning tutoring and equity, and game-based learning in literature classrooms.

Generative AI & Large Language Models in a talk
5 talks

2:30 PM

1 option
Short Paper · ALP 1110

AI tools, interactions, and design

Six short papers on designing AI tools and understanding human-AI interaction in learning. Topics include AI's effect on the writing process, hybrid-intelligence and human-in-the-loop systems, four years of AI formative assessment and fairness, conversation-based assessment with AI agents, and new interfaces for AI-supported writing.

Generative AI & Large Language Models in a talk
6 talks