MetaP

Source code of MetaP

Method Overview

Dataset

• NELL-One
• COVID19-One

Requirements

• PyTorch==1.6.0
• Python==3.7.10

Pre-Trained Embeddings

• NELL-One

Training

• With random initialized embeddings for COVID19-One: python main.py --fine_tune --data_form Discard
• With pre-trained embeddings for NELL-One: python main.py --fine_tune --data_form Pre-Train

Reference

@inproceedings{jiang2021metap,
  title={MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion},
  author={Jiang, Zhiyi and Gao, Jianliang and Lv, Xinqi},
  booktitle={Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages={2232--2236},
  year={2021}
}