ViQA-COVID: 面向越南语的COVID-19机器阅读理解数据集
ViQA-COVID: COVID-19 Machine Reading Comprehension Dataset for Vietnamese
AI总结:
该研究构建了首个面向越南语的COVID-19主题多跨度抽取式机器阅读理解数据集ViQA-COVID,可用于搭建相关防疫模型系统,助力推动越南语及多语种MRC研究发展。
摘要:
COVID-19出现两年以来,已对全球民众及正常生活造成负面影响。截至2022年5月,全球累计确诊病例超5.22亿例,死亡600万例(其中越南累计确诊近1000万例,死亡超4.3万例),经济与社会均遭受严重冲击。COVID-19的变异株Omicron突破了各国的防疫措施,导致感染人数迅速攀升,全球范围内都出现了诊疗与防疫资源过载的情况。由此可见,应用人工智能(AI)为当下提供支持极为必要。目前已有诸多应用AI防控COVID-19的研究极具实用价值,机器阅读理解(MRC)相关研究也包含其中。基于此,我们构建了首个面向越南语的COVID-19主题MRC数据集ViQA-COVID,可用于搭建相关模型与系统,为疾病防控提供助力。此外,ViQA-COVID也是首个越南语多跨度抽取式MRC数据集,我们希望它能为推动越南语及多语种MRC研究做出贡献。
英文摘要:
After two years of appearance, COVID-19 has negatively affected people and normal life around the world. As in May 2022, there are more than 522 million cases and six million deaths worldwide (including nearly ten million cases and over forty-three thousand deaths in Vietnam). Economy and society are both severely affected. The variant of COVID-19, Omicron, has broken disease prevention measures of countries and rapidly increased number of infections. Resources overloading in treatment and epidemics prevention is happening all over the world. It can be seen that, application of artificial intelligence (AI) to support people at this time is extremely necessary. There have been many studies applying AI to prevent COVID-19 which are extremely useful, and studies on machine reading comprehension (MRC) are also in it. Realizing that, we created the first MRC dataset about COVID-19 for Vietnamese: ViQA-COVID and can be used to build models and systems, contributing to disease prevention. Besides, ViQA-COVID is also the first multi-span extraction MRC dataset for Vietnamese, we hope that it can contribute to promoting MRC studies in Vietnamese and multilingual.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。