论文标题
CoreQQA-使用问答工具的合规性要求理解
COREQQA -- A COmpliance REQuirements Understanding using Question Answering Tool
论文作者
论文摘要
我们介绍了CoreQQA，这是一种工具，可帮助需求工程师通过自动化问题回答更好地了解合规性要求。通过手动通过法律文档导航提取与合规性的要求既耗时又容易出错。 CoreQQA使需求工程师能够以自然语言提出有关合规性相关的主题的问题，例如，例如询问数据泄露。然后，该工具会自动通过法律文档导航，并返回要求工程师的文本段落列表，其中包含输入问题的可能答案。为了获得更好的可读性，该工具还突出了这些段落中可能的答案。然后，工程师可以使用此输出来指定合规性要求。 CoreQQA是使用Bert家族的高级大规模语言模型开发的。 CoreQQA已在四个法律文件中进行了评估。该评估的结果在本文中简要介绍。该工具可在Zenodo（doi：10.5281/Zenodo.6653514）上公开使用。
We introduce COREQQA, a tool for assisting requirements engineers in acquiring a better understanding of compliance requirements by means of automated Question Answering. Extracting compliance-related requirements by manually navigating through a legal document is both time-consuming and error-prone. COREQQA enables requirements engineers to pose questions in natural language about a compliance-related topic given some legal document, e.g., asking about data breach. The tool then automatically navigates through the legal document and returns to the requirements engineer a list of text passages containing the possible answers to the input question. For better readability, the tool also highlights the likely answers in these passages. The engineer can then use this output for specifying compliance requirements. COREQQA is developed using advanced large-scale language models from BERT's family. COREQQA has been evaluated on four legal documents. The results of this evaluation are briefly presented in the paper. The tool is publicly available on Zenodo (DOI: 10.5281/zenodo.6653514).
