# GQNER

**Repository Path**: JohnRain/GQNER

## Basic Information

- **Project Name**: GQNER
- **Description**: 广清平台命名实体识别
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-10-15
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 广清舆情关键词抽取

Author: 中大 卓润

## 环境配置

```
Ubuntu 16.04
python 3.6.5
```

安装python依赖包
```shell
pip install -r requirement.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
```

## 数据预处理
```
python -m ner.datautil
```

## 训练模型

```python
from ner.module import NER
ner_model = NER()
train_path = 'data/train.sample.txt'
dev_path = 'data/test.sample.txt'
ner_model.train(train_path, vectors_path=None, dev_path=dev_path, save_path='./GQNER_save')
```

## 验证模型

```shell
python verify.py
```

### 评估结果:
Accuracy: 
说明: Accuracy表示
Recall: 
说明: Recall

## 模型调用

```python
from ner.module import NER
ner_model = NER()
ner_model.load('./GQNER_save')
entities = ner_model.predict("通证积分可以转公司原始股权")

# out
# ['原始股']
```