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.