MDSEA: Knowledge Graph Entity Alignment Based on Multimodal Data Supervision
Jianyong Fang,
Xuefeng Yan
Abstract:With the development of social media, the internet, and sensing technologies, multimodal data are becoming increasingly common. Integrating these data into knowledge graphs can help models to better understand and utilize these rich sources of information. The basic idea of the existing methods for entity alignment in knowledge graphs is to extract different data features, such as structure, text, attributes, images, etc., and then fuse these different modal features. The entity similarity in different knowled… Show more
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