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README.md
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---
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language:
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- en
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license: mit
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license_bigbio_shortname: MIT
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pretty_name: Evidence Inference 2.0
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---
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# Dataset Card for Evidence Inference 2.0
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## Dataset Description
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- **Homepage:** https://github.com/jayded/evidence-inference
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- **Pubmed:** True
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- **Public:** True
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- **Tasks:** Question Answering
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The dataset consists of biomedical articles describing randomized control trials (RCTs) that compare multiple
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treatments. Each of these articles will have multiple questions, or 'prompts' associated with them.
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These prompts will ask about the relationship between an intervention and comparator with respect to an outcome,
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as reported in the trial. For example, a prompt may ask about the reported effects of aspirin as compared
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to placebo on the duration of headaches. For the sake of this task, we assume that a particular article
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will report that the intervention of interest either significantly increased, significantly decreased
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or had significant effect on the outcome, relative to the comparator.
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## Citation Information
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```
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@inproceedings{deyoung-etal-2020-evidence,
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title = "Evidence Inference 2.0: More Data, Better Models",
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author = "DeYoung, Jay and
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Lehman, Eric and
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Nye, Benjamin and
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Marshall, Iain and
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Wallace, Byron C.",
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booktitle = "Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing",
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month = jul,
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year = "2020",
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address = "Online",
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publisher = "Association for Computational Linguistics",
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url = "https://www.aclweb.org/anthology/2020.bionlp-1.13",
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pages = "123--132",
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}
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```
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