A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task Learning

2021 ◽  
pp. 240-255
Author(s):  
Jiaheng Dou ◽  
Bing Tian ◽  
Yong Zhang ◽  
Chunxiao Xing
Keyword(s):  
Knowledge Graph ◽  
Task Learning

scholarly journals Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models

2020 ◽  
Author(s):  
Bosung Kim ◽  
Taesuk Hong ◽  
Youngjoong Ko ◽  
Jungyun Seo
Keyword(s):  
Language Models ◽  
Knowledge Graph ◽  
Task Learning

scholarly journals Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity

2020 ◽  
Author(s):  
Yang Zhao ◽  
Lu Xiang ◽  
Junnan Zhu ◽  
Jiajun Zhang ◽  
Yu Zhou ◽  
...  
Keyword(s):  
Machine Translation ◽  
Knowledge Graph ◽  
Neural Machine Translation ◽  
Task Learning

A Multi-Task Learning Approach for Recommendation based on Knowledge Graph

2021 ◽  
Author(s):  
Cairong Yan ◽  
Shuai Liu ◽  
Yanting Zhang ◽  
Zijian Wang ◽  
Pengwei Wang
Keyword(s):  
Knowledge Graph ◽  
Learning Approach ◽  
Task Learning

Research on Construction of Knowledge Graph of Intestinal Cells

2020 ◽  
Author(s):  
Fengfeng He ◽  
Ling Zhang ◽  
Wei Qu ◽  
Chong Teng ◽  
Dan Xie
Keyword(s):  
Knowledge Graph ◽  
Intestinal Cells ◽  
Construction Of Knowledge

Mobile Software Assurance Informed through Knowledge Graph Construction: The OWASP Threat of Insecure Data Storage

2020 ◽  
Vol 2 (2) ◽  
Author(s):  
Suzanna Schmeelk ◽  
Lixin Tao
Keyword(s):  
Data Storage ◽  
Program Analysis ◽  
Web Application ◽  
Security Analysis ◽  
Knowledge Graph ◽  
Healthcare Applications ◽  
Sensitive Data ◽  
Knowledge Graphs ◽  
Mobile Malware Detection ◽  
Software Assurance

Many organizations, to save costs, are movinheg to t Bring Your Own Mobile Device (BYOD) model and adopting applications built by third-parties at an unprecedented rate.  Our research examines software assurance methodologies specifically focusing on security analysis coverage of the program analysis for mobile malware detection, mitigation, and prevention.  This research focuses on secure software development of Android applications by developing knowledge graphs for threats reported by the Open Web Application Security Project (OWASP).  OWASP maintains lists of the top ten security threats to web and mobile applications.  We develop knowledge graphs based on the two most recent top ten threat years and show how the knowledge graph relationships can be discovered in mobile application source code.  We analyze 200+ healthcare applications from GitHub to gain an understanding of their software assurance of their developed software for one of the OWASP top ten moble threats, the threat of “Insecure Data Storage.”  We find that many of the applications are storing personally identifying information (PII) in potentially vulnerable places leaving users exposed to higher risks for the loss of their sensitive data.

Build A Knowledge Graph

2019 ◽  
Author(s):  
Jemmy Wiratama
Keyword(s):  
Knowledge Graph

I'm an Science & Technology enthusiast. I still learn how to build a knowledge graph and how to write a paper.

Backwards Fading to Speed Task Learning

2013 ◽  
Author(s):  
Peter S. Schaefer ◽  
Clinton R. Irvin ◽  
Paul N. Blankenbeckler ◽  
C. J. Brogdon
Keyword(s):  
Task Learning ◽  
Speed Task

Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition

2017 ◽  
Author(s):  
Van Hai Do ◽  
Nancy F. Chen ◽  
Boon Pang Lim ◽  
Mark Hasegawa-Johnson
Keyword(s):  
Speech Recognition ◽  
Task Learning
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