How LinkedIn Uses Neural Networks
5 engineering articles about Neural Networks from LinkedIn's engineering team
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This article discusses the Candidate Generation (CG) stage of LinkedIn's People You May Know (PYMK) recommendation system, detailing the various techniques used to generate relevant candidate pools...
Parag Agrawal
13 min read
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The article discusses the development of LinkedIn's Skills Graph, which aims to create a skills-first job market by mapping the relationships between skills, people, and organizations.
Sofus Macskássy
8 min read
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The article discusses the Performance-Adaptive Sampling Strategy (PASS) for Graph Neural Networks (GNNs) and announces its open-source release.
Jaewon Yang
4 min read
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The article discusses the completion of member knowledge graphs using Graph Neural Networks (GNNs), specifically introducing a novel model called Entity-BERT.
BERTGraph Neural NetworksMachine LearningNatural Language ProcessingNeural NetworksSolidTransformerTransformers
Jaewon Yang
7 min read
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Dagli is an open-source machine learning library designed for Java and other JVM languages, aimed at simplifying the creation of model pipelines while minimizing technical debt.
Jeff Pasternack
14 min read
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