datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SDOH-NLI
Dataset Card for Dataset Name
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Dataset Details
Dataset Description
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Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/SDOH-NLI.longCOVID_CaseReports_SDOHThis dataset contains text for over 7,000 case report sections in academic papers related to Post COVID-19 Condition (PCC), also known as Long COVID. It is comprised of three columns: 'Token,' 'entity_type,' and 'case_report_id.' There are over 3.4 million observations in total.
Entity types are presented in CoNLL format and relate to sociodemographic, behavioral and selected biomedical dimensions relevant to PCC. There are 27 core entity types (53 in CoNLL): ‘Access_To_Care,’ ‘Age,’… See the full description on the dataset page: https://huggingface.co/datasets/PCC-SDOH-NLP/longCOVID_CaseReports_SDOH.narrativeshield-sdoh-medqa
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.sdoh-nliSDOH-NLISDOH-NLI is a natural language inference dataset containing ~30k premise-hypothesis pairs with binary entailment labels in the domain of social and behavioral determinants of health.
@misc{lelkes2023sdohnli,
title={SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes},
author={Adam D. Lelkes and Eric Loreaux and Tal Schuster and Ming-Jun Chen and Alvin Rajkomar},
year={2023},
eprint={2310.18431},
archivePrefix={arXiv}… See the full description on the dataset page: https://huggingface.co/datasets/tasksource/SDOH-NLI.