Dataset Summary
The data provided is (headline, body, stance) instances, where the stance is one of {unrelated, discuss, agree, disagree}.
Input
- A headline and a body text - either from the same news article or from two different articles.
Output Classify the stance of the body text relative to the claim made in the headline into one of four categories:
- Agrees: The body text agrees with the headline.
- Disagrees: The body text disagrees with the headline.
- Discusses: The body text discuss the same topic as the headline, but does not take a position
- Unrelated: The body text discusses a different topic than the headline
The distribution of Stance classes in the entire dataset is as follows:
| rows | unrelated | discuss | agree | disagree |
|---|---|---|---|---|
| 49972 | 0.73131 | 0.17828 | 0.0736012 | 0.016809 |
annotations_creators:
- found language_creators:
- found languages:
- en-US licenses:
- apache-2.0 multilinguality:
- monolingual pretty_name: FNC-1 size_categories:
- unknown source_datasets:
- original task_categories:
- text-classification task_ids:
- multi-class-classification
- natural-language-inference
- multi-label-classification
- intent-classification