The source code for paper:
HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition (full paper of CIKM '23)
If you find our work useful for your research, please cite the following paper:
@inproceedings{chen2023heproto,
author = {Wei Chen and
Lili Zhao and
Pengfei Luo and
Tong Xu and
Yi Zheng and
Enhong Chen},
title = {HEProto: {A} Hierarchical Enhancing ProtoNet based on Multi-Task Learning
for Few-shot Named Entity Recognition},
booktitle = {{CIKM}},
pages = {296--305},
publisher = {{ACM}},
year = {2023}
}
-HEProto
-data
-dataset
-debug
-outputs
-scripts
...
We use the Few-NERD Arxiv V6 Version dataset, which you can download from the website (Sampled Datasets) and put in the ./dataset
directory.
bash script/run.sh
bash script/pred.sh
Our code is based on DecomposedMetaNER, thanks very much for their great work!