家电科技Issue(z1)：409-412,4.DOI:10.19784/j.cnki.issn1672-0172.2024.99.086
提高私域问答精确度方法的研究
Research on strategies for enhancing the precision of private domain question answering
司福东 1刘春飞 2赵乾3
作者信息
- 1. 青岛海尔科技有限公司 山东 青岛 266100||数字家庭网络国家工程研究中心 山东 青岛 266100
- 2. 青岛海尔科技有限公司 山东 青岛 266100||青岛市智慧家庭交互与控制工程研究中心 山东 青岛 266100
- 3. 青岛海尔科技有限公司 山东 青岛 266100||数字家庭网络国家工程研究中心 山东 青岛 266100||青岛市智慧家庭交互与控制工程研究中心 山东 青岛 266100
- 折叠
摘要
Abstract
With technological advancements,intelligent question answering has become crucial across various domains,with answer precision being a critical metric for evaluating these systems.Enhancing precision necessitates enhancing the accuracy of question similarity matching and the ranking of recall results.Building on current text vectorization techniques,experimental research has demonstrated that employing elastic hybrid matching and threshold segmentation processing of recall results can boost the precision of domain-specific question answering.Analysis of the experimental data from private domain Q&A on home appliances,we distill high-precision strategies for domain-specific question answering,offering theoretical insights to guide future intelligent question-answering approaches.关键词
智能问答/精确度/排序/弹性混合匹配/召回/向量化/家电Key words
Intelligent question answering/Precision/Ranking/Elastic hybrid matching/Recall/Vectorization/Home appliances分类
信息技术与安全科学引用本文复制引用
司福东,刘春飞,赵乾..提高私域问答精确度方法的研究[J].家电科技,2024,(z1):409-412,4.
