Datasets:

tasksource
/

SDOH-NLI

premise stringlengths 8 288	hypothesis stringlengths 23 56	label bool 2 classes
1-2 packs of cigarettes per day.	The person has access to transportation.	false
1-2 packs of cigarettes per day.	The person was a smoker in the past.	false
1-2 packs of cigarettes per day.	The person is able to obtain food on a consistent basis.	false
1-2 packs of cigarettes per day.	The person is currently a smoker.	true
1-2 packs of cigarettes per day.	The person currently drinks alcohol.	false
1-2 packs of cigarettes per day.	The person drank alcohol in the past.	false
1-2 packs of cigarettes per day.	The person is employed part time.	false
1-2 packs of cigarettes per day.	The person is employed.	false
1-2 packs of cigarettes per day.	The person lives in a housing facility.	false
1-2 packs of cigarettes per day.	The person lives in their own or their family's home.	false
1-2 packs of cigarettes per day.	The person is a homemaker.	false
1-2 packs of cigarettes per day.	The person wasn't a smoker in the past.	false
1-2 packs of cigarettes per day.	The person is currently not a smoker.	false
1-2 packs of cigarettes per day.	The person currently does not drink alcohol.	false
1-2 packs of cigarettes per day.	The person did not drink alcohol in the past.	false
1-2 packs of cigarettes per day.	The person is not employed.	false
1-2 packs of cigarettes per day.	The person did not use cocaine in the past.	false
1-2 packs of cigarettes per day.	The person wasn't a drug user in the past.	false
1-2 packs of cigarettes per day.	The person did not use marijuana in the past.	false
1-2 packs of cigarettes per day.	The person did not use opioids in the past.	false
1-2 packs of cigarettes per day.	The person does not use cocaine.	false
1-2 packs of cigarettes per day.	The person is not a drug user.	false
1-2 packs of cigarettes per day.	The person does not use marijuana.	false
1-2 packs of cigarettes per day.	The person does not use opioids.	false
1-2 packs of cigarettes per day.	The person lives in their own or their family's home.	false
1-2 packs of cigarettes per day.	The person is retired due to age or preference.	false
1-2 packs of cigarettes per day.	The person is retired due to disability.	false
1-2 packs of cigarettes per day.	The person is retired due to an unknown reason.	false
1-2 packs of cigarettes per day.	The person is a student.	false
1-2 packs of cigarettes per day.	The person used cocaine in the past.	false
1-2 packs of cigarettes per day.	The person was a drug user in the past.	false
1-2 packs of cigarettes per day.	The person used marijuana in the past.	false
1-2 packs of cigarettes per day.	The person used opioids in the past.	false
1-2 packs of cigarettes per day.	The person uses cocaine.	false
1-2 packs of cigarettes per day.	The person is a drug user.	false
1-2 packs of cigarettes per day.	The person uses marijuana.	false
1-2 packs of cigarettes per day.	The person uses opioids.	false
1-2 ppd Cigarettes	The person has access to transportation.	false
1-2 ppd Cigarettes	The person was a smoker in the past.	false
1-2 ppd Cigarettes	The person is able to obtain food on a consistent basis.	false
1-2 ppd Cigarettes	The person is currently a smoker.	true
1-2 ppd Cigarettes	The person currently drinks alcohol.	false
1-2 ppd Cigarettes	The person drank alcohol in the past.	false
1-2 ppd Cigarettes	The person is employed part time.	false
1-2 ppd Cigarettes	The person is employed.	false
1-2 ppd Cigarettes	The person lives in a housing facility.	false
1-2 ppd Cigarettes	The person lives in their own or their family's home.	false
1-2 ppd Cigarettes	The person is a homemaker.	false
1-2 ppd Cigarettes	The person wasn't a smoker in the past.	false
1-2 ppd Cigarettes	The person is currently not a smoker.	false
1-2 ppd Cigarettes	The person currently does not drink alcohol.	false
1-2 ppd Cigarettes	The person did not drink alcohol in the past.	false
1-2 ppd Cigarettes	The person is not employed.	false
1-2 ppd Cigarettes	The person did not use cocaine in the past.	false
1-2 ppd Cigarettes	The person wasn't a drug user in the past.	false
1-2 ppd Cigarettes	The person did not use marijuana in the past.	false
1-2 ppd Cigarettes	The person did not use opioids in the past.	false
1-2 ppd Cigarettes	The person does not use cocaine.	false
1-2 ppd Cigarettes	The person is not a drug user.	false
1-2 ppd Cigarettes	The person does not use marijuana.	false
1-2 ppd Cigarettes	The person does not use opioids.	false
1-2 ppd Cigarettes	The person lives in their own or their family's home.	false
1-2 ppd Cigarettes	The person is retired due to age or preference.	false
1-2 ppd Cigarettes	The person is retired due to disability.	false
1-2 ppd Cigarettes	The person is retired due to an unknown reason.	false
1-2 ppd Cigarettes	The person is a student.	false
1-2 ppd Cigarettes	The person used cocaine in the past.	false
1-2 ppd Cigarettes	The person was a drug user in the past.	false
1-2 ppd Cigarettes	The person used marijuana in the past.	false
1-2 ppd Cigarettes	The person used opioids in the past.	false
1-2 ppd Cigarettes	The person uses cocaine.	false
1-2 ppd Cigarettes	The person is a drug user.	false
1-2 ppd Cigarettes	The person uses marijuana.	false
1-2 ppd Cigarettes	The person uses opioids.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person has access to transportation.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person was a smoker in the past.	true
10+pack-year h/o Tobacco use; quit 2 years ago	The person is able to obtain food on a consistent basis.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is currently a smoker.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person currently drinks alcohol.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person drank alcohol in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is employed part time.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is employed.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person lives in a housing facility.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person lives in their own or their family's home.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is a homemaker.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person wasn't a smoker in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is currently not a smoker.	true
10+pack-year h/o Tobacco use; quit 2 years ago	The person currently does not drink alcohol.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person did not drink alcohol in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is not employed.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person did not use cocaine in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person wasn't a drug user in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person did not use marijuana in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person did not use opioids in the past.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person does not use cocaine.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is not a drug user.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person does not use marijuana.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person does not use opioids.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person lives in their own or their family's home.	false
10+pack-year h/o Tobacco use; quit 2 years ago	The person is retired due to age or preference.	false

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SDOH-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},
      primaryClass={cs.CL}
}

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Models trained or fine-tuned on tasksource/SDOH-NLI

sileod/deberta-v3-xsmall-tasksource-nli

Zero-Shot Classification • Updated 19 days ago • 452 • 3