|
--- |
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annotations_creators: |
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- expert-generated |
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language_creators: |
|
- found |
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language: |
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- en |
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license: |
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- cc-by-nc-2.0 |
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multilinguality: |
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- monolingual |
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size_categories: |
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- 1K<n<10K |
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source_datasets: |
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- original |
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task_categories: |
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- text-classification |
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task_ids: |
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- fact-checking |
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pretty_name: HealthVer |
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dataset_info: |
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features: |
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- name: claim_id |
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dtype: int32 |
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- name: claim |
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dtype: string |
|
- name: abstract_id |
|
dtype: int32 |
|
- name: title |
|
dtype: string |
|
- name: abstract |
|
sequence: string |
|
- name: verdict |
|
dtype: string |
|
- name: evidence |
|
sequence: int32 |
|
splits: |
|
- name: train |
|
num_bytes: 9490482 |
|
num_examples: 5292 |
|
- name: validation |
|
num_bytes: 1707997 |
|
num_examples: 940 |
|
- name: test |
|
num_bytes: 1620257 |
|
num_examples: 903 |
|
download_size: 3610222 |
|
dataset_size: 12818736 |
|
--- |
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# Dataset Card for "healthver_entailment" |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Fields](#data-fields) |
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## Dataset Description |
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- **Repository:** <https://github.com/sarrouti/HealthVe> |
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- **Point of Contact:** [David Wadden](mailto:davidw@allenai.org) |
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### Dataset Summary |
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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. |
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## Dataset Structure |
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### Data fields |
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- `claim_id`: An `int32` claim identifier. |
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- `claim`: A `string`. |
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- `abstract_id`: An `int32` abstract identifier. |
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- `title`: A `string`. |
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- `abstract`: A list of `strings`, one for each sentence in the abstract. |
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- `verdict`: The fact-checking verdict, a `string`. |
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- `evidence`: A list of sentences from the abstract which provide evidence for the verdict. |
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