LargeEA: Aligning entities for large-scale knowledge graphs

• Main Authors: GE, Congcong, LIU, Xiaoze, CHEN, Lu, GAO, Yunjun, ZHENG, Baihua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7178; https://ink.library.smu.edu.sg/context/sis_research/article/8181/viewcontent/3489496.3489504.pdf
• Institution: Singapore Management University

Entity alignment (EA) aims to find equivalent entities in different knowledge graphs (KGs). Current EA approaches suffer from scalability issues, limiting their usage in real-world EA scenarios. To tackle this challenge, we propose LargeEA to align entities between large-scale KGs. LargeEA consists...