OYE93 / ChineseNER-Platform

initialization

A Bi-LSTM-CRF Chinese Named Entity Recognition Platform in Tensorflow

A Bi-LSTM-CRF Chinese NER Platform in Tensorflow.
The basic NER model is based on ChineseNER

Major Features

1. stat-of-art performance in NER task
2. a service deploy module TBD

Improvements

1. Add more features (POS, n-gram) TBD
2. Add TensorBoard to visualize the training process TBD
3. Add service deploy module TBD
4. Add a website interface for users TBD
5. Build a integrated Chinese NER system, combined with CRF and Dictionary-base methods TBD

Requirements

Tensorflow=1.2.0
jieba=0.37

Basic Usage

TBD

Acknowledge

1. Thanks for the authors' contribution of this model.
2. Thanks for Jerry Shi's and ShangzhiH's answers in the issue pages: issue 1, issue 45.