Ner: A Simple Deep Learning Model For Name Entity Recognition

The end-to-end implementation of BiLSTM-CRF model for Name Entity Recognition based on the following paper: Bidirectional LSTM-CRF Models for Sequence Tagging.

Shipped with:

• Full Tensorflow Data pipeline for Text-Preprocessing
• Functions to save the pretarined model into SavedFormat of Tensorflow Serving for Fine-tuning or Deployment.
• Inference functionality:
  • Local server
  • AWS

Details of implementation is available here: NER