📖 CritiCS

Code for Proceedings of EMNLP 2024 paper "Collective Critics for Creative Story Generation"

Minwook Bae, Hyounghun Kim.

Prerequisites

To set up your environment to run the code, please follow these steps:

conda create -n critics python=3.9
conda activate critics
pip install -r requirements.txt
pip install -e .

Getting Started

To start the application, run the following commands:

cd scripts
bash server_load.sh
cd ..
bash app.sh

Within the scripts/output directory, you can find generated contents including premises, plans, and long stories. The visualization and interaction with the generated content is facilitated through a Streamlit interface.

GPT-4 Automatic Evaluation

For detailed instructions on running the automatic evaluation scripts, please refer to the separate Automatic.md file located within the evaluation folder.

cd evalauation
bash run_evalaution.sh

Acknowledgments

Base code is from "DOC: Improving Long Story Coherence With Detailed Outline Control" paper's code repository, thanks.

Citation

If you find our results and code useful, please consider citing our paper:

@misc{min2024Cri,
      title={Collective Critics for Creative Story Generation}, 
      author={Minwook Bae, Hyounghun Kim},
      year={2024},
      eprint={2410.02428},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2410.02428}, 
}