BanglaMed-QA: A Question Answering System for Healthcare Support in Bangla
Medical question answering (QA) systems have become crucial tools for providing reliable health information. But they remain very unexplored for low-resource languages like Bangla due to limited datasets and systems tailored to these languages. To address this, we introduce BanglaMed-QA, a robust QA system specifically designed for the Bangla medical domain. The process begins with building a structured medical knowledge base that includes 4,493 QA pairs in 9 categories under 506 diseases. To improve semantic comprehension, domain-specific root word dictionaries and synonym sets are proposed,
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 49%Prompt-Based Knowledge Fusion Improves Faithfulness in Open-Domain Question Answering - Bioengineer.org →
- PossiblePossibly related (embedding) · 49%RAGless: Q-Q retrieval with score aggregation for closed-domain FAQ [P] →
- PossiblePossibly related (embedding) · 47%Embracing Large Language Models for Medical Applications, Part II: Building a Framework for Clinical Stewardship - Cureus →
- LinkedLinked via arxiv author · 85%Rowzatul Zannat →
“BanglaMed-QA: A Question Answering System for Healthcare Support in Bangla”
- LinkedLinked via arxiv author · 85%Abdullah Al Shafi →
“BanglaMed-QA: A Question Answering System for Healthcare Support in Bangla”
- LinkedLinked via arxiv author · 85%K. M. Azharul Hasan →
“BanglaMed-QA: A Question Answering System for Healthcare Support in Bangla”
- LinkedLinked via arxiv author · 85%Atia Shahnaz Ipa →
“BanglaMed-QA: A Question Answering System for Healthcare Support in Bangla”