AIED

Design, Integration, and Evaluation of LLM-Enhancement Techniques for LMSs: RAG, LoRA Fine-Tuning, and Structured Generation

Fri Jul 3, 2:00 PM–2:15 PM · North 210

Part of From Models to Platforms: Integrating LLMs into Educational Ecosystems

Generative AI & Large Language Models Prompt Engineering & RAG Adaptive & Personalized Learning

Designs, integrates, and evaluates three LLM enhancement techniques—RAG, LoRA fine-tuning, and structured generation—for improving learning management systems.

Authors

Marc Ghanime, Christopher Krauss, Bach Do, Truong-Sinh An