International workshop on learning with knowledge graphs: Construction, embedding, and reasoning

• Main Authors: LI, Qing, HUANG, Xiao, LIU, Ninghao, DONG, Yuxiao, PANG, Guansong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Graph neutral networks; Knowledge graph; Natural language processing systems; Recommender systems; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8494
• Institution: Singapore Management University

A knowledge graph (KG) consists of numerous triples, in which each triple, i.e., (head entity, relation, tail entity), denotes a real-world assertion. Many large-scale KGs have been developed, e.g., general-purpose KGs Freebase and YAGO. Also, lots of domain-specific KGs are emerging, e.g., COVID-19...