Syntax-driven Data Augmentation for Named Entity Recognition

This is a repository for our paper

Arie Pratama Sutiono and Gus Hahn-Powell. Syntax-driven Data Augmentation for Named Entity Recognition. 2022.

It contains and reuses codes from

Xiang Dai and Heike Adel. 2020. An Analysis of Simple Data Augmentation for Named Entity Recognition. In COLING, Online.

ACL Anthology or at ArXiv. The originial source codes that we have reused can be found here.

Main files for Syntax-driven Data Augmentation for Named Entity Recognition

augment_bert.py

augment_clu.py

augment_clu_synthetict.py

submit_job.sh

submit_job_yml.sh

test_augment_bert.py

test_augment_clu.py

test_augment_clu_synthetict.py

configs/

notebooks/

License

The code in this repository is open-sourced under the Apache 2.0 license. See the LICENSE file for details. For a list of other open source components included in this project, see the file 3rd-party-licenses.txt.