Completing a member knowledge graph with Graph Neural Networks

Co-authors: Jaewon Yang, Jiatong Chen, and Yanen Li Introduction LinkedIn members are able to enrich their profiles with information about themselves, like professional history, education, skills, and so on. From members’ inputs, we use AI models to extract their profile attributes or profile entities. This process is called Standardization and Knowledge Graph construction, and produces a knowledge graph of the entities a member is related to. This is a key part of understanding member profiles ...

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