Abstract Graphs and Abstract Paths for Knowledge Graph Completion

机译：知识图完成的抽象图和抽象路径

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Knowledge graphs, which provide numerous facts in a machine-friendly format, are incomplete. Information that we induce from such graphs - e.g. entity embeddings, relation representations or patterns - will be affected by the imbalance in the information captured in the graph - by biasing representations, or causing us to miss potential patterns. To partially compensate for this situation we describe a method for representing knowledge graphs that capture an intensional representation of the original extensional information. This representation is very compact, and it abstracts away from individual links, allowing us to find better path candidates, as shown by the results of link prediction using this information.

机译：以机器友好的格式提供大量事实的知识图是不完整的。我们从此类图表中得出的信息-例如实体嵌入，关系表示或模式-会受到图形中捕获的信息不平衡的影响-会偏向表示，或导致我们错过潜在的模式。为了部分补偿这种情况，我们描述了一种表示知识图的方法，该知识图捕获了原始扩展信息的内涵表示。这种表示非常紧凑，并且它抽象出各个链接，从而使我们能够找到更好的候选路径，如使用此信息的链接预测结果所示。

著录项

来源
《Eighth joint conference on lexical and computational semantics》|2019年|147-157|共11页
会议地点 Minneapolis(US)
作者
Vivi Nastase; Bhushan Kotnis;
展开▼
作者单位

University of Heidelberg Heidelberg, Germany;

NEC Laboratories Europe GmbH Heidelberg, Germany;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词

相似文献

外文文献
中文文献
专利

1. Abstracts of the 7th Annual Scientific Meeting of the Society of Cardiovascular Computed Tomography Presented by Society of Cardiovascular Computed Tomography Jointly Sponsored by Center for Continuing Education, Tulane University Health Sciences Center Baltimore, Maryland July 19-22, 2012 Abstracts [J] . Journal of cardiovascular computed tomography . 2012,第4Suppla期

机译：杜兰大学健康科学中心继续教育中心联合赞助的心血管计算机断层摄影学会第七届年度科学会议摘要，马里兰州巴尔的摩，2012年7月19日至22日，摘要
2. Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts [J] . Kate Bredbenner, Sanford M. Simon PLoS One . 2019,第11期

机译：视频摘要和普通语言摘要比图形摘要更有效，并发布摘要
3. Finite almost simple groups whose Gruenberg-Kegel graphs as abstract graphs are isomorphic to subgraphs of the Gruenberg-Kegel graph of the alternating group ASUB10/SUB [J] . Kondratev A. S., Minigulov N. A. Sibirskie elektronnye matematicheskie izvestiia: Siberian Electronic Mathematical Reports . 2018,第17期

机译：有限的几乎简单的组，其Gruenberg-Kegel图作为抽象图与A _{10 交替组的Gruenberg-Kegel图的子图同构}
4. Abstract Graphs and Abstract Paths for Knowledge Graph Completion [C] . Vivi Nastase, Bhushan Kotnis Annual conference of the North American Chapter of the Association for Computational Linguistics: human language technologies . 2019

机译：抽象图表和知识图表完成的抽象路径
5. Abstract Graph Machine: Modeling Orderings in Asynchronous Distributed-Memory Parallel Graph Algorithms [D] . Kanewala, Thejaka Amila. 2018

机译：抽象图机：异步分布式内存并行图算法中的建模顺序
6. Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts [O] . Kate Bredbenner, Sanford M. Simon, David Orrego-Carmona, 2019

机译：视频摘要和普通语言摘要比图形摘要更有效并发布摘要
7. Abstract Graphs and Abstract Paths for Knowledge Graph Completion [O] . Vivi Nastase, Bhushan Kotnis 2019

机译：抽象图表和知识图表完成的抽象路径

Abstract Graphs and Abstract Paths for Knowledge Graph Completion

摘要

著录项

相似文献

相关主题

期刊订阅