This repository implements a neural NER system combining BERT pre-trained embeddings with bidirectional LSTM layers and a Conditional Random Field decoding layer for sequence labeling. It uses the HuggingFace transformers library to load Chinese BERT weights and processes data in BIOES tagging format. The system supports training, validation, and evaluation on Chinese NER datasets like cner.