XLORE2: Large-Scale Cross-Lingual Knowledge Graph Construction and Application
Hailong Jin; Chengjiang Li; Jing Zhang; Lei Hou; Juanzi Li; Peng Zhang
2019-03-25
Source PublicationData Intelligence
Volume1Issue:1Pages:77-98
Abstract

Knowledge bases (KBs) are often greatly incomplete, necessitating a demand for KB completion. Although XLORE is an English-Chinese bilingual knowledge graph, there are only 423,974 cross-lingual links between English instances and Chinese instances. We present XLORE2, an extension of the XLORE that is built automatically from Wikipedia, Baidu Baike and Hudong Baike. We add more facts by making cross-lingual knowledge linking, cross-lingual property matching and fine-grained type inference. We also design an entity linking system to demonstrate the effectiveness and broad coverage of XLORE2.
 

KeywordKnowledge Base Completion Knowledge Linking Property Matching Taxonomy Alignment Type Inference Entity Linking
MOST Discipline Catalogue管理学::图书情报与档案管理
DOI10.1162/dint_a_00003
URL查看原文
Indexed By其他
Language英语
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Cited Times:5[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.las.ac.cn/handle/12502/11460
Collection中国科学院文献情报中心(北京)_编辑出版中心_《数据智能》(英文)
Corresponding AuthorLei Hou
AffiliationDepartment of Computer Science and Technology, Tsinghua University, Beijing 100084, China
First Author Affilication中国科学院文献情报中心
Corresponding Author Affilication中国科学院文献情报中心
Recommended Citation
GB/T 7714
Hailong Jin,Chengjiang Li,Jing Zhang,et al. XLORE2: Large-Scale Cross-Lingual Knowledge Graph Construction and Application[J]. Data Intelligence,2019,1(1):77-98.
APA Hailong Jin,Chengjiang Li,Jing Zhang,Lei Hou,Juanzi Li,&Peng Zhang.(2019).XLORE2: Large-Scale Cross-Lingual Knowledge Graph Construction and Application.Data Intelligence,1(1),77-98.
MLA Hailong Jin,et al."XLORE2: Large-Scale Cross-Lingual Knowledge Graph Construction and Application".Data Intelligence 1.1(2019):77-98.
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