Dataset · Hugging Face

Prabhjotschugh/narrativeshield-sdoh-medqa

Name: narrativeshield-sdoh-medqa
Creator: Prabhjotschugh
License: cc-by-4.0
Keywords: task_categories:question-answering, task_categories:text-classification, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:parquet, format:optimized-parquet, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, medical, clinical-nlp

NarrativeShield: SDoH Persona-Varied Clinical QA Dataset Paper: NarrativeShield: Adversarial Intake Against Narrative Anchoring for Equitable Clinical Diagnosis Dataset Summary NarrativeShield is a health equity benchmark for clinical NLP. It presents 1,000 USMLE-style clinical questions, each instantiated across three sociolinguistic persona voices grounded in Social Determinants of Health (SDoH) literature — yielding 3,000 total clinical encounters. The… See the full description on the dataset page: https://huggingface.co/datasets/Prabhjotschugh/narrativeshield-sdoh-medqa.

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Author / organization	Prabhjotschugh
License (as declared)	cc-by-4.0
Downloads	192 (as reported by Hugging Face)
Likes	2
Created	11 May 2026
Last updated at source	18 May 2026

medicalclinical-nlphealth-equitysdohbiasusmlenarrative-anchoringeacl-2025

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