MedRefine-QA
A medical question-answering system that provides reliable and accurate health information through semantic matching techniques. Designed to help users find trustworthy answers to common medical queries while emphasizing the importance of professional medical advice.
Overview
MedRefine-QA leverages domain-specific language models and semantic similarity matching to deliver accurate responses to medical questions. The system combines the strengths of biomedical models like PubMedBERT and Bio_ClinicalBERT with a curated dataset of verified medical information.
Features
Semantic matching using S-BioBert embeddings for question understanding
Fallback mechanisms for questions outside the knowledge base
Appropriate disclaimers regarding professional medical advice
Simple and intuitive interface for medical inquiries
Limitations
This model is intended for informational purposes only and should not replace professional medical advice, diagnosis, or treatment. Users should always consult qualified healthcare providers for medical concerns.
Citation
If you use this model in your research, please cite:
@software{MedRefine-QA,
title = {MedRefine-QA: A Medical Question-Answering System},
year = {2025},
url = {
https://huggingface.co/Yudees28/MedRefine-QA}
}
