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dataset_info:
- config_name: conversational
features:
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dtype: string
- name: prompt
list:
- name: role
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features:
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dtype: int64
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- name: evidence
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- name: Intervention
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- name: Comparator
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configs:
- config_name: conversational
data_files:
- split: train
path: conversational/train-*
- split: dev
path: conversational/dev-*
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- config_name: processed
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path: processed/train-*
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- config_name: source
data_files:
- split: train
path: source/train-*
- split: dev
path: source/dev-*
- split: test
path: source/test-*
license: cc-by-sa-4.0
task_categories:
- question-answering
- text-classification
language:
- en
tags:
- medical
pretty_name: Evidence Inference 2.0
size_categories:
- 10K<n<100K
---
# Evidence Inference 2.0
## Dataset Description
| | Links |
|:-------------------------------:|:-------------:|
| **Homepage:** | [Github Pages](https://paperswithcode.com/dataset/evidence-inference-2-0) |
| **Repository:** | [Github](https://github.com/jayded/evidence-inference) |
| **Paper:** | [arXiv](https://arxiv.org/abs/2005.04177) |
| **Contact (Original Authors):** | Jay DeYoung (deyoung.j@northeastern.edu) |
| **Contact (Curator):** | [Artur Guimarães](https://araag2.netlify.app/) (artur.guimas@gmail.com) |
### Dataset Summary
`The dataset consists of biomedical articles describing randomized control trials (RCTs) that compare multiple treatments. Each of these articles will have multiple questions, or 'prompts' associated with them. These prompts will ask about the relationship between an intervention and comparator with respect to an outcome, as reported in the trial. For example, a prompt may ask about the reported effects of aspirin as compared to placebo on the duration of headaches.`
### Data Instances
```
{
'TO:DO': ...,
...
}
```
### Data Fields
TO:DO
## Additional Information
### Dataset Curators
#### Original Paper
- Jay DeYoung (deyoung.j@northeastern.edu) - Khoury College of Computer Sciences, Northeastern University
- Eric Lehman (lehman.e@northeastern.edu) - Khoury College of Computer Sciences, Northeastern University
- Ben Nye (nye.b@northeastern.edu) - Khoury College of Computer Sciences, Northeastern University
- Iain J. Marshall (mail@ijmarshall.com) - Kings College London
- Byron C. Wallace (b.wallace@northeastern.edu) - Khoury College of Computer Sciences, Northeastern University
#### Huggingface Curator
- [Artur Guimarães](https://araag2.netlify.app/) (artur.guimas@gmail.com) - INESC-ID / University of Lisbon - Instituto Superior Técnico
### Licensing Information
[CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/deed.en)
### Citation Information
```
@article{deyoung2020evidence,
title={Evidence inference 2.0: More data, better models},
author={DeYoung, Jay and Lehman, Eric and Nye, Ben and Marshall, Iain J and Wallace, Byron C},
journal={arXiv preprint arXiv:2005.04177},
year={2020}
}
```
[10.18653/v1/2020.bionlp-1.13](10.18653/v1/2020.bionlp-1.13)
### Contributions
Thanks to [araag2](https://github.com/araag2) for adding this dataset. |