MiCU: End-to-End Smart Home Command Understanding with Large Language Model 事件

MiCU: End-to-End Smart Home Command Understanding with Large Language Model arXiv:2606.01099v1 Announce Type: new Abstract: Command understanding systems in smart home ecosystems can automate device control and substantially improve user experience. However, while they perform well on precise utterances (e.g., "turn on the bedroom light"), they struggle with ambiguous or misaligned commands (e.g., "make the bedroom cozy"). Large language models (LLMs) generalize well across various domains and