Knowledge-based-QA-for-Diagnosis

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

[doc]

1 Model Structure

2 Reproduction & Workflow

Full reproduction (build from scratch):

1. build knowledge graph [colab]
2. build NER dataset [colab]
3. train NER model [train] [inference] [model on Huggingface]
4. train intent-recognition model [train] [inference] [model on Huggingface]
5. entity-linking logic [colab]

Minimal reproduciton (direct usage)

[example]

3 Reference

1. https://github.com/wangle1218/KBQA-for-Diagnosis

4 Demo

link

5 Citation

If you use this software in your work, please cite it using the following metadata.

@software{Xiang_Knowledge-based-QA-for-Diagnosis,
author = {Xiang, Tao},
title = {{Knowledge-based-QA-for-Diagnosis}}
}