Precise Robot Command Understanding Using Grammar-Constrained Large Language Models

arXiv:2604.04233v1 Announce Type: cross Abstract: Human-robot collaboration in industrial settings requires precise and reliable communication to enhance operational efficiency. While Large Language Models (LLMs) understand general language, they often lack the domain-specific rigidity needed for sa