knowledge-based-qa-for-diagnosis
Knowledge Graph,Question Answering System. 基于知识图谱的医疗诊断问答系统
https://github.com/nlp-guild/knowledge-based-qa-for-diagnosis
Science Score: 44.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.3%) to scientific vocabulary
Keywords
knowledge-graph
question-answering
Last synced: 6 months ago
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Knowledge Graph,Question Answering System. 基于知识图谱的医疗诊断问答系统
Basic Info
Statistics
- Stars: 7
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
knowledge-graph
question-answering
Created over 3 years ago
· Last pushed over 3 years ago
Metadata Files
Readme
License
Citation
README.md
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):
- build knowledge graph [colab]
- build NER dataset [colab]
- train NER model [train] [inference] [model on Huggingface]
- train intent-recognition model [train] [inference] [model on Huggingface]
- entity-linking logic [colab]
Minimal reproduciton (direct usage)
[example]
3 Reference
- https://github.com/wangle1218/KBQA-for-Diagnosis
4 Demo
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}}
}
Owner
- Name: NLP-Guild
- Login: NLP-Guild
- Kind: organization
- Location: Germany
- Website: https://huggingface.co/nlp-guild
- Repositories: 4
- Profile: https://github.com/NLP-Guild
Citation (CITATION.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: Knowledge-based-QA-for-Diagnosis
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Tao
family-names: Xiang
email: xiang.tao@outlook.de
affiliation: NLP-Guild