arxivcs.AI2026-07-20
AdaHome: An Adaptive Smart Home Assistant using Local Small Language Models
Eu Jin Lim, Zhaoxing Li, Sebastian Stein
Smart home assistants interpret a wide range of user commands, from explicit device control to underspecified and preference dependent requests. While recent systems based on Large Language Models (LLMs) improve this capability, they often rely on heavyweight reasoning pipelines…