How LinkedIn Uses BERT
5 engineering articles about BERT from LinkedIn's engineering team
Other LinkedIn Technologies
Other Companies Using BERT
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The article discusses JUDE, LinkedIn's platform for generating high-quality embeddings for job recommendations using fine-tuned Large Language Models (LLMs).
BERTEmbeddingHugging FaceKubernetesLarge Language ModelsMistralPyTorchTransfer LearningTransformerTransformers
Nikita Zhiltsov
13 min read
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The article discusses the development and maintenance of LinkedIn's skills taxonomy, which underpins the Skills Graph.
LinkedIn Engineering Team
11 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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The article discusses Pensieve, an embedding feature platform developed by LinkedIn for pre-computing and publishing entity embeddings used in AI models for Talent Solutions and Careers.
DeText is an open-source deep NLP framework designed for intelligent text understanding, enhancing search and recommendation systems.
Weiwei Guo
10 min read
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