Popular GitHub Repositories for Bert Bilstm Crf

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

ChineseNER based on BERT, with BiLSTM+CRF layer

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to customize

Code for "Contextualized Embeddings in Named-Entity Recognition", ECIR 2020

This is a task on Chinese chat title NER via BERT-BiLSTM-CRF model.