A zero-shot activity recognition system that classifies smart-home sensor windows by comparing sentence embeddings of data summaries with embeddings of activity descriptions, without prompting an LLM.
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Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities
A zero-shot activity recognition system that classifies smart-home sensor windows by comparing sentence embeddings of data summaries with embeddings of activity descriptions, without prompting an LLM.