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News/MiCU: End-to-End Smart Home Command Understanding with Large Language Model
arxiv
PublishedJune 2, 2026 at 4:00 AM

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

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Publisher summary· verbatim

arXiv:2606.01099v1 Announce Type: cross 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

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