Meta-reweighting4DSRC
The implementation of "Meta-Learning for Neural Relation Classification with Distant Supervision"
Getting Started
Required
- python >= 3.5
- pytorch >= 1.3.0
Data
Considering the copyright of Wiki-KBP and TACRED, we release the intermediate file of our dataset. You can download from here and put the kbp_extend_data file in the project.
Running
The last parameter represents the index of five reference datasets.
python meta_reweighting.py 0
Citation
Please consider citing the following paper if you find our codes helpful. Thank you!
@inproceedings{li2020meta,
title={Meta-Learning for Neural Relation Classification with Distant Supervision},
author={Li, Zhenzhen and Nie, Jian-Yun and Wang, Benyou and Du, Pan and Zhang, Yuhan and Zou, Lixin and Li, Dongsheng},
booktitle={Proceedings of the 29th ACM International Conference on Information \& Knowledge Management},
pages={815--824},
year={2020}
}