This is a NER method based machine learning of BiLSTM + CRF

##环境

• 任何操作系统
• Tensorflow 1.10
• python 3

##要求

• numpy
• pickle

使用:

there are 3 modes to choose: train test and demo, use model to predict result, please run:

python main.py --mode "demo"

if you want to use demo directly, there is an interface predictNER() in demo.py

def predictNER(sents)

argument is a list as [direction1, direction2...], return is a list as [[direction1, correspond tag1], [direction2, correspond tag2]...]