Improving link prediction models through a performance enhancement scheme:a study on semi-supervised learning and model soup

• Published in: 中国邮电高校学报（英文版） Vol. 31; no. 4; pp. 43 - 53
• Main Authors: Qi Donglin, Chen Shudong, Du Rong, Yu Yong, Tong Da
• Format: Journal Article
• Language: English
• Published: School of Integrated Circuits,University of Chinese Academy of Sciences,Beijing 100049,China 01.08.2024; Intelligent Manufacturing Electronics Research and Development Center,Institute of Microelectronics of the Chinese Academy of Sciences,Beijing 100029,China
• Subjects: semi-supervised learning; natural language processing; knowledge graph(KG); model soup; link prediction

As an important method for knowledge graph(KG)complementation,link prediction has become a hot research topic in recent years.In this paper,a performance enhancement scheme for link prediction models based on the idea of semi-supervised learning and model soup is proposed,which effectively improves...