He-Xingwei/LIFE-Corruptor-RE

This repository contains the checkpoint for the corruptor of LIFE, which is trained with retrieved evidence. Please refer to the code of LIFE at https://github.com/NLPCode/LIFE for more details.

Usage

# Load the model
from transformers import  AutoConfig, AutoModelForSeq2SeqLM, AutoTokenizer   
tokenizer = AutoTokenizer.from_pretrained("He-Xingwei/LIFE-Corruptor-RE")  
model = AutoModelForSeq2SeqLM.from_pretrained("He-Xingwei/LIFE-Corruptor-RE")   

Citation

If you want to use this model in your research, please cite our paper:

@inproceedings{he2024improving,
  title={Improving Factual Error Correction by Learning to Inject Factual Errors},
  author={He, Xingwei and Zhang, Qianru and Jin, A-Long and Ma, Jun and Yuan, Yuan and Yiu, Siu Ming},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={16},
  pages={18197--18205},
  year={2024}
}