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BCT Experiments

This repo contains a collection of scripts to experiment with NLP understanding of behavioral messages.

Currently working with BCT Taxonomy v1.

Dataset Generation

A dataset of behavioral messages is generated from a prompt file in ./prompts/ directory.
A prompt file either

  • consists of two lines: system prompt and user prompt
  • or contain ===== line, in which case everything above this line is the system prompt and everything below is the user prompt

Use a prompt file prompt_name.txt to generate a dataset with num messages per BCT via the command

python -m create_dataset -p prompt_name -n num

The default values for the arguments are prompt_name=baseline and num=10. A created dataset will be saved in ./data/prompt_name/ as a series of .csv files named after each of the BCT numbers.

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Collection of scripts to perform various experiments with behavioral messages

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