Clinical Concept Linking with Contextualized Neural Representations

In traditional approaches to entity linking, linking decisions are based on three sources of information {--} the similarity of the mention string to an entity{'}s name, the similarity of the context of the document to the entity, and broader information about the knowledge base (KB). In some domains, there is little contextual information present in the KB and thus we rely more heavily on mention string similarity... (read more)

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