CRL

Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)

Memory Replay Architecture

Use anaconda to create python environment:

conda create --name yourname python=3.8
conda activate yourname

Install Pytorch (suggestions>=1.7) and related environmental dependencies:

pip install -r requirements.txt

Pre-trained BERT weights:

• Download bert-base-uncased into the datasets/ directory [google drive].

python run_continual.py --dataname FewRel

Please cite our paper if you find our work useful for your research:

@misc{zhao2022consistent,
      title={Consistent Representation Learning for Continual Relation Extraction}, 
      author={Kang Zhao and Hua Xu and Jiangong Yang and Kai Gao},
      year={2022},
      eprint={2203.02721},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}