|
|
|
--- |
|
language: |
|
- en |
|
bigbio_language: |
|
- English |
|
license: mit |
|
multilinguality: monolingual |
|
bigbio_license_shortname: MIT |
|
pretty_name: Evidence Inference 2.0 |
|
homepage: https://github.com/jayded/evidence-inference |
|
bigbio_pubmed: True |
|
bigbio_public: True |
|
bigbio_tasks: |
|
- QUESTION_ANSWERING |
|
--- |
|
|
|
|
|
# Dataset Card for Evidence Inference 2.0 |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** https://github.com/jayded/evidence-inference |
|
- **Pubmed:** True |
|
- **Public:** True |
|
- **Tasks:** QA |
|
|
|
|
|
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. For the sake of this task, we assume that a particular article |
|
will report that the intervention of interest either significantly increased, significantly decreased |
|
or had significant effect on the outcome, relative to the comparator. |
|
|
|
|
|
|
|
## Citation Information |
|
|
|
``` |
|
@inproceedings{deyoung-etal-2020-evidence, |
|
title = "Evidence Inference 2.0: More Data, Better Models", |
|
author = "DeYoung, Jay and |
|
Lehman, Eric and |
|
Nye, Benjamin and |
|
Marshall, Iain and |
|
Wallace, Byron C.", |
|
booktitle = "Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing", |
|
month = jul, |
|
year = "2020", |
|
address = "Online", |
|
publisher = "Association for Computational Linguistics", |
|
url = "https://www.aclweb.org/anthology/2020.bionlp-1.13", |
|
pages = "123--132", |
|
} |
|
|
|
``` |
|
|