# PubMedQA by Qiao Jin: AI Training Dataset Source: https://savrn.com/datasets/pubmedqa Markdown alternate of the page above; the site index is https://savrn.com/llms.txt --- ## Dataset Card By Qiao Jin, published under mit, revision 9001f2853fb8. ### Dataset Card for [Dataset Name] ### Table of Contents - Dataset Description - Dataset Summary - Supported Tasks and Leaderboards - Languages - Dataset Structure - Data Instances - Data Fields - Data Splits - Dataset Creation - Curation Rationale - Source Data - Annotations - Personal and Sensitive Information - Considerations for Using the Data - Social Impact of Dataset - Discussion of Biases - Other Known Limitations - Additional Information - Dataset Curators - Licensing Information - Citation Information - Contributions ### Dataset Description - Homepage: [PubMedQA homepage](https://pubmedqa.github.io/) - Repository: [PubMedQA repository](https://github.com/pubmedqa/pubmedqa) - Paper: [PubMedQA: A Dataset for Biomedical Research Question Answering](https://arxiv.org/abs/1909.06146) - Leaderboard: [PubMedQA: Leaderboard](https://pubmedqa.github.io/) #### 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 [More Information Needed] #### Data Fields [More Information Needed] #### Data Splits [More Information Needed] ### Dataset Creation #### Curation Rationale [Read the full dataset card (251 words)](https://savrn.com/datasets/pubmedqa/card) ## Structure ### pqa_artificial 211,269 rows | Split | Rows | Size | | --- | --- | --- | | train | 211,269 | 446.8 MB | pubidint32questionstringcontextSequencelong_answerstringfinal_decisionstring ### pqa_labeled 1,000 rows | Split | Rows | Size | | --- | --- | --- | | train | 1,000 | 2.1 MB | pubidint32questionstringcontextSequencelong_answerstringfinal_decisionstring ### pqa_unlabeled 61,249 rows | Split | Rows | Size | | --- | --- | --- | | train | 61,249 | 126.7 MB | pubidint32questionstringcontextSequencelong_answerstring ## Details Repository qiaojin/PubMedQA Publisher Qiao Jin Task category Question answering Tags Not stated by the source Size category 100K