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Dataset Card for "healthver_entailment"

Dataset Summary

HealthVer is a dataset of public health claims, verified against scientific research articles. For this version of the dataset, we follow the preprocessing from the MultiVerS modeling paper https://github.com/dwadden/multivers, verifying claims against full article abstracts rather than individual sentences. Entailment labels and rationales are included.

Dataset Structure

Data fields

  • claim_id: An int32 claim identifier.
  • claim: A string.
  • abstract_id: An int32 abstract identifier.
  • title: A string.
  • abstract: A list of strings, one for each sentence in the abstract.
  • verdict: The fact-checking verdict, a string.
  • evidence: A list of sentences from the abstract which provide evidence for the verdict.
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