coarl-counterspeech

Getting Started

1. Make sure you have git, python(>=3.8, <3.10), poetry installed. Preferably within a virtual environment.

2. Install dependencies

cd coarl-counterspeech
poetry install
git init
git add .
git commit -m "add: initial commit."

Directory Structure

File	Description
project	Main directory containing all the code
project/data	Data directory containing the train, test and annotation files
project/creds	Directory containing all API access credentials ( project-debator / open-ai / aws)
project/runs	Directory to keep track of all model runs (train / eval). For each run, we store the best_model, classfication args, eval results, metrics, etc.
project/utils	Program containing utility functions
project/constants	Program for accessing costant variables, shared variables or default configs
CHANGELOG.md	Track changes in the code, datasets, etc.
LICENSE	Need to update
pyproject.toml	Track dependencies here. Also, this means you would be using poetry.
README.md	This must ring a bell.

Citation

If you find this repository useful in your research, please cite the following paper:

@misc{hengle2024intentconditioned,
      title={Intent-conditioned and Non-toxic Counterspeech Generation using Multi-Task Instruction Tuning with RLAIF}, 
      author={Amey Hengle and Aswini Kumar and Sahajpreet Singh and Anil Bandhakavi and Md Shad Akhtar and Tanmoy Chakroborty},
      year={2024},
      eprint={2403.10088},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}