Action-Controlled-Paraphrasing

This repository is for the project Action Controlled Paraphrasing.

Directory

• main/res - Resources including model check points, datasets, and experiment records
• main/src - Source code including model structures, training pipelines, and utility functions
• res/data - Need to place the data pickle file under here
• res/lm - Need to place the bert-base-uncased repo under here

Dependencies

• nltk>=3.8.1
• rich>=13.7.0
• wandb>=0.16.0
• torch>=2.1.1
• evaluate>=0.4.1
• lightning>=2.1.2
• transformers>=4.35.2

Setup

Please ensure required packages are already installed. A virtual environment is recommended.

$ cd Action-Controlled-Paraphrasing
$ pip install pip --upgrade
$ pip install -r requirements.txt
$ python
import nltk
nltk.download('omw-1.4')
nltk.download('punkt')
nltk.download('wordnet')
exit()
$ cd main
$ mkdir res
$ cd res
$ mkdir lm
$ cd lm
$ git clone https://huggingface.co/bert-base-uncased
...
$ cd ../..
$ python main.py

Authors

• Ning Shi - [email protected]