ownthink / Semantic
语义理解/口语理解，项目包含有词法分析：中文分词、词性标注、命名实体识别；口语理解：领域分类、槽填充、意图识别。
Stars: ✭ 144
Programming Languages
python
139335 projects - #7 most used programming language
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语义理解/口语理解
采用了深度学习等技术
主要功能：
- 中文分词
- 词性标注
- 命名实体识别
- 领域分类
- 槽填充
- 意图识别
自然语言处理使用的是作者开源的Jiagu项目：https://github.com/ownthink/Jiagu
spoken举例：
上海的天气
厦门明天会不会下雨
姚明真正的身高是多少
使用方式
python3 test.py
解析结果
{
"input": "厦门明天会不会下雨",
"semantics": [
{
"score": "0.8",
"domain": "天气",
"intent": "雨",
"slot": [
[
"城市",
"厦门"
],
[
"日期",
"明天"
]
]
}
],
"词法分析": {
"词性标注": [
"地名",
"时间词",
"动词",
"动词",
"动词"
],
"实体识别": [
"B-地名",
"O",
"O",
"O",
"O"
],
"中文分词": [
"厦门",
"明天",
"会",
"不会",
"下雨"
]
}
}
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