allenai/scifact_entailment

Dataset Card for "scifact_entailment"

Table of Contents

• —Dataset Description
• —Dataset Summary
• —Dataset Structure
• —Data Fields
• —Data Splits

Dataset Description

• —Homepage: https://scifact.apps.allenai.org/
• —Repository: <https://github.com/allenai/scifact>
• —Paper: Fact or Fiction: Verifying Scientific Claims
• —Point of Contact: David Wadden

Dataset Summary

SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.

For more information on the dataset, see allenai/scifact. This has the same data, but reformatted as an entailment task. A single instance includes a claim paired with a paper title and abstract, together with an entailment label and a list of evidence sentences (if any).

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.

Data Splits