This repository is implemented corresponding to the paper http://arxiv.org/abs/2207.00232

You should have installed gensim==3.8, transformers, tqdm in your compile environment. When running the program, you should have the data_processsing.py first, then get the POS_Embedding.py and wod2vec_embedding.py(sorry, I have the wrong name for it) in BiLSTM_CNN, next you should apply the Bert_retrain in Finetuning_BertCRF. At the last, you can the train the main.py.