Improving Procedural Skill Explanations via Constrained Generation: A Symbolic-LLM Hybrid Architecture

Rahul Dass, Thomas Bowlin, Zebing Li +2

In procedural skill learning, instructional explanations must convey not just steps, but the causal, goal-directed, and compositional logic behind them. Large language models (LLMs…