GFNER

GFNER: A Unified Global Feature-aware Framework for Flat and Nested Named Entity Recognition

Setup conda enviroment

pip install transformers==4.17.0
pip install bert4keras==0.11.0
pip install tensorflow==2.2
conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=11.1 -c pytorch -c conda-forge

git clone [email protected]:cjymz886/GFNER.git
cd GFNER
python run.py --mode train --config_name genia

The comparison of prediction mode and primary mode:

contain CoNLL2003,GENIA,weibo dataset, except ACE2005 since no right to share

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
data		data
pic		pic
LICENSE		LICENSE
README.md		README.md
config.py		config.py
loader.py		loader.py
lr_scheduler.py		lr_scheduler.py
model.py		model.py
run.py		run.py
util.py		util.py