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- W3020152921 abstract "We present CovidQA, the beginnings of a question answering dataset specifically designed for COVID-19, built by hand from knowledge gathered from Kaggle's COVID-19 Open Research Dataset Challenge. To our knowledge, this is the first publicly available resource of its type, and intended as a stopgap measure for guiding research until more substantial evaluation resources become available. While this dataset, comprising 124 question-article pairs as of the present version 0.1 release, does not have sufficient examples for supervised machine learning, we believe that it can be helpful for evaluating the zero-shot or transfer capabilities of existing models on topics specifically related to COVID-19. This paper describes our methodology for constructing the dataset and presents the effectiveness of a number of baselines, including term-based techniques and various transformer-based models. The dataset is available at http://covidqa.ai/" @default.
- W3020152921 created "2020-05-01" @default.
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- W3020152921 date "2020-04-23" @default.
- W3020152921 modified "2023-10-18" @default.
- W3020152921 title "Rapidly Bootstrapping a Question Answering Dataset for COVID-19" @default.
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- W3020152921 doi "https://doi.org/10.48550/arxiv.2004.11339" @default.
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