Reduction-Synthesis: Plug-and-Play for Sentiment Style Transfer 🔗

Yelp, Amzon datasets are used in our experiments.

Requirement

ubuntu 22.04.1

docker 24.0.5

conda 24.4.0

Setup

Stpe1: Execuate evaluator and ollama docker services

$ cd docker
$ docker compose up -d

Step2: Set local environment

$ conda create -n reduction-synthesis python=3.12
$ conda activate reduction-synthesis
$ pip install -r requirements.txt 

Experiment

$ bash run.sh

The output is storaged at "output" dir

Citation

@inproceedings{xu-etal-2024-reduction-synthesis,
    title = "Reduction-Synthesis: Plug-and-Play for Sentiment Style Transfer",
    author = "Xu, Sheng  and
      Fukumoto, Fumiyo  and
      Suzuki, Yoshimi",
    editor = "Mahamood, Saad  and
      Minh, Nguyen Le  and
      Ippolito, Daphne",
    booktitle = "Proceedings of the 17th International Natural Language Generation Conference",
    month = sep,
    year = "2024",
    address = "Tokyo, Japan",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.inlg-main.28",
    pages = "330--343",
}