B-lable1I-lable1B-lable2I-lable2O
NEO4j
Itchat
[SEP]
Get Request
Bert-as-serving
[]
···
Graph database Operation
Tok1
Schema Definition
Flask
POST request
LSTM
BERT(Fine-Tuning)
自然语言处理模块
B-lable1
图数据库
Knowledge computing module
POST请求
Named Entity Recognition
Sentence
Slot filling
Schema定义
知识存储
0.80.150.530.250.6
[CLS]
Intention annotation
OutputLayer
BackwardLayer
Front end and back-end interaction
Get请求
Backend deployment
0.20.40.10.110.05
Data Annotations
Semantic slot design
Graph database
Class Prediction
.....
Natural Language Understanding
知识计算模块
知识库设计
Knowledge acquisition module
Knowledge storage module
Knowledge application deployment module
前端后端交互
knowledge management module
知识应用部署模块
Intention classification
Class Prediction
data acquisition
槽位填充
意图归纳
图数据库操作
Knowledge base design
SEP
意图分类
数据采集
命名实体识别
Intent identification
2.60.90.11.50.05
ForwardLayer
Knowledge base design
知识获取模块
Classifier（Feed-forward neural network + Softmax）
Word vector
知识管理
语义槽位设计
Tok N
后端部署
意图识别
0.090.020.030.080.1
Tok2
数据标注
