language: en bigbio language: English license: mit multilinguality: monolingual bigbio license shortname: MIT pretty name: PubMedQA homepage: https://github.com/pubmedqa/pubmedqa bigbio pubmed: True bigbio public: True bigbio tasks: QUESTION ANSWERING Dataset Card for PubMedQA Dataset Description Homepage: https://github.com/pubmedqa/pubmedqa Pubmed: True Public: True Tasks: QA PubMedQA is a novel biomedical question answering (QA) dataset collected from PubMed abstracts. The task of PubMedQA is to answer research biomedical questions with yes/no/maybe using the corresponding abstracts. PubMedQA has 1k expert annotated (PQA L), 61.2k unlabeled (PQA U) and 211.3k artificially generated QA instances (PQA A). Each PubMedQA instance is composed of: (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding PubMed abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion. PubMedQA is the first QA dataset where reasoning over biomedical research texts, especially their quantitat…
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