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Conceptual Design Generation Using Large Language Models

Paper

Arxiv link

Overview method

Repo structure

├─ evaluations    # code for computational evaluation study
│ ├─ base_evaluation.ipynb    # evaluations for the "GPT-3 Base" generated design solutions
│ ├─ few_shot_evaluation.ipynb    # evaluations for the "GPT-3 Zero-Shot" generated design solutions
│ └─ zero_shot_evaluations.ipynb    # evaluations for the "GPT-3 Few-Shot" generated design solutions

├─ prompt_engineering    # production of all GPT-3 generated solutions for each generated design solutions
│ ├─ data    # CSV files of all the GPT-3 generated solutions for each generated design solutions
│ ├─ few_shot.py    # code to generate design solutions using GPT-3 few shot method
│ ├─ zero_shot.py    # code to generate design solutions using GPT-3 zero shot method

├─ sentence_embeddings    # scratch file (outdated) and AmazonTurk Crowdsourced design solutions
│ ├─ data    # CSV files of all the AmazonTurk Crowdsourced design solutions
│ ├─ scratch_file_outdated.ipynb    # outdated scratch notebook with miscellaneous code\

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