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catchingfire's Introduction

CatchingFire

文本标注工具,包括实体识别标注、文本分类标注、三元组抽取标注。支持规则、机器学习模型、深度学习模型辅助标注。
文本分类模型采用fasttext,实体识别采用bert+bilstm+crf,三元组抽取采用bert。
后端web框架使用django,前端使用vue。

架构

架构图
注:参考https://github.com/crownpku/Chinese-Annotator

目录结构描述

.
├── backend      // 后端django
│   └── algo  // 算法模块
│   └── backend  // 后端设置
│   └── data  // 数据样例
│   └── save_model  // 保存的模型
│   └── db.sqlite3  // sqlite数据库
│   └── process_data_model.py  // 数据预处理
├── data      // 数据
├── test      // 测试代码

合作

现在只有我一个人开发,因此需要前端和算法的小伙伴合作开发,有兴趣可以加VX(li805174247)询问。

todo list

前端页面
支持配置规则
配置模块

catchingfire's People

Contributors

liwan1698 avatar

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