RoseNER:Robust Semi-supervised Named Entity Recognition on Insufficient Labeled Data

RoseNER is a named entity recognition framework. The paper has been accepted in IJCKG 2021.

Environment

python3.7
pytorch==1.6.0 +
transformers==2.10.0

Data

BC5CDR
NCBI-Diease

PretrainModel

BERT: bert-base-cased
https://huggingface.co/bert-base-cased/tree/main
Local:./bert/torch_bert

Train&Test

bash run.sh