SELF

A Multi-Task Learning Framework for Robust Person-Centric Relation Extraction

Dataset

The TACRED dataset can be obtained from this link.

 |-- data
 |    |-- tacred
 |    |    |-- train.txt       
 |    |    |-- val.txt
 |    |    |-- test.txt
 |    |    |-- rel2id.json

Model

 |-- pretrain_model
 |    |-- roberta_base

Training and Evaluation

To train and evaluate, run

Code/train.py

Acknowledgement

Our code is based on this repo of the following paper.

@inproceedings{zhou2022improved,
  title={An Improved Baseline for Sentence-level Relation Extraction},
  author={Zhou, Wenxuan and Chen, Muhao},
  booktitle={Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  year={2022}
}