计算机应用与软件2025，Vol.42Issue(9)：9-17,9.DOI:10.3969/j.issn.1000-386x.2025.09.002
问句意图理解与识别技术研究进展
RESEARCH PROGRESS OF QUESTION INTENT UNDERSTANDING AND DETERMINATION TECHNOLOGY
摘要
Abstract
Question-intent understanding and recognition is an important part of question-answer and dialogue systems,which includes contextual semantic understanding and intention classification subtasks.Although a large number of research results have been achieved in the task of question intention determination,there is still a lack of systematic review and summary of related research work.Therefore,this paper compares the recent research,starts from the concept of question intent understanding and determination,introduces its research purpose and significance,summarizes the evaluation methods and data sources,portrays the generational differences between methods,and focuses on the application of currently popular deep learning methods to question intent understanding and determination,and finally explores its potential development direction in the future.关键词
问答系统/问句意图理解与识别/文本分类/深度学习Key words
Q&A systems/Question intent understanding and determination/Text classification/Deep learning分类
信息技术与安全科学引用本文复制引用
韦婷婷,葛晓月,宋世领,熊俊涛..问句意图理解与识别技术研究进展[J].计算机应用与软件,2025,42(9):9-17,9.基金项目
教育部人文社会科学研究一般项目(20YJC740067) （20YJC740067）
广东省基础与应用基础研究基金区域联合基金项目(2019A1515110396) （2019A1515110396）
广东省普通高校特色创新类项目(2019KTSCX014). （2019KTSCX014）
