Federated Incremental Named Entity Recognition (IEEE/ACM TASLP)

This repository contains all of our source code. We sincerely thank the help of Zheng et al.'s repository and Zhang et al.'s repository.

Step 1: Prepare your environments

Reference environment settings:

python             3.7.13
torch              1.12.1+cu116
transformers       4.14.1

Step 2: Run scripts

 bash scripts/i2b2/ours_8-1.sh

Citation

@article{zhang2024federated,
  title={{Federated Incremental Named Entity Recognition}},
  author={Zhang, Duzhen and Yu, Yahan and Li, Chenxing and Dong, Jiahua and Yu, Dong},
  journal={IEEE/ACM Transactions on Audio, Speech and Language Processing},
  year={2024}
}