"Get ready for a party": Exploring smarter smart spaces using large language models

This repo contains experiment and demo code that leverages GPT-3 for handling ambiguous user commands to smart assistants. It recieves vague instructions like "get ready for a party" and produces a set of changes to smart home device states in response.

Files

./demo/ contains the Python notebook for the demo application

./experiments.ipynb contains the experiments from the paper

./results/study.ipynb contains experiment data post-processing code

./results/markdown/ contains GPT-3 responses from the evaluations in human-readable Markdown format

Citation

@misc{king2023get,
      title={"Get ready for a party": Exploring smarter smart spaces with help from large language models},
      author={Evan King and Haoxiang Yu and Sangsu Lee and Christine Julien},
      year={2023},
      eprint={2303.14143},
      archivePrefix={arXiv},
      primaryClass={cs.HC}
}