deepset-ai/COVID-QA
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
ArchivedIntroduces COVID-QA, a curated SQuAD-style question-answering dataset with expert annotations from COVID research papers, paired with a RoBERTa-based extractive QA model fine-tuned on this domain. The system combines Elasticsearch-backed FAQ matching with extractive question answering via Haystack, sourcing trustworthy content from WHO/CDC and other official sources. A React frontend enabled users to query answers while providing feedback mechanisms to flag outdated information and surface gaps in coverage.
360 stars.
Stars
360
Forks
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Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Oct 15, 2025
Commits (30d)
0
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