Knowledge triple mining via multi-task learning | |
He, Qing3,4; He, Jia3,4; Zhang, Zhao3,4; Niu, Zheng-Yu2; Li, Xuebing4; Zhuang, Fuzhen3,4; Xiong, Hui1 | |
刊名 | INFORMATION SYSTEMS |
2019-02-01 | |
卷号 | 80页码:64-75 |
关键词 | Multi-task learning Knowledge mining Relation extraction Knowledge graph construction |
ISSN号 | 0306-4379 |
DOI | 10.1016/j.is.2018.09.003 |
英文摘要 | Recent years have witnessed the rapid development of knowledge bases (KBs) such as WordNet, Yago and DBpedia, which are useful resources in Al-related applications. However, most of the existing KBs are suffering from incompleteness and manually adding knowledge into KBs is inefficient. Therefore, automatically mining knowledge becomes a critical issue. To this end, in this paper, we propose to develop a model (S-2 AMT) to extract knowledge triples, such as |
资助项目 | National Key Research and Development Program of China[2018YFB1004300] ; National Natural Science Foundation of China[61773361] ; National Natural Science Foundation of China[61473273] ; National Natural Science Foundation of China[91546122] ; Guangdong provincial science and technology plan projects[2015 B010109005] ; Project of Youth Innovation Promotion Association CAS[2017146] |
WOS研究方向 | Computer Science |
语种 | 英语 |
出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
WOS记录号 | WOS:000454964800005 |
内容类型 | 期刊论文 |
源URL | [http://119.78.100.204/handle/2XEOYT63/3492] |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
通讯作者 | Zhuang, Fuzhen |
作者单位 | 1.Rutgers State Univ, Rutgers Business Sch, Management Sci & Informat Syst Dept, Newark, NJ USA 2.Baidu Inc, Beijing, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China |
推荐引用方式 GB/T 7714 | He, Qing,He, Jia,Zhang, Zhao,et al. Knowledge triple mining via multi-task learning[J]. INFORMATION SYSTEMS,2019,80:64-75. |
APA | He, Qing.,He, Jia.,Zhang, Zhao.,Niu, Zheng-Yu.,Li, Xuebing.,...&Xiong, Hui.(2019).Knowledge triple mining via multi-task learning.INFORMATION SYSTEMS,80,64-75. |
MLA | He, Qing,et al."Knowledge triple mining via multi-task learning".INFORMATION SYSTEMS 80(2019):64-75. |
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