jkwyp/PubMedQA

Dataset Card for [Dataset Name]

Dataset Summary

The task of PubMedQA is to answer research questions with yes/no/maybe (e.g.: Do preoperative statins reduce atrial fibrillation after coronary artery bypass grafting?) using the corresponding abstracts.

Supported Tasks and Leaderboards

The official leaderboard is available at: https://pubmedqa.github.io/.

500 questions in the pqa_labeled are used as the test set. They can be found at https://github.com/pubmedqa/pubmedqa.

Languages

English

Dataset Structure

Data Instances

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Data Fields

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Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Contributions

Thanks to @tuner007 for adding this dataset.