Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics

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Knowledge Triples

Source Entity	Relationship	Target Entity
KnowledgeGraphs Material	contains	ICD 10 Material
KnowledgeGraphs Material	contains	SNOMED Material
KnowledgeGraphs Material	contains	UMLS Material
Medical Entity Retrieval Task	designedFor	Zero Shot Retrieval Task
Zero Shot Retrieval Task	comparesWith	BM25 Method
Zero Shot Retrieval Task	comparesWith	ClinicalBERT Material
Zero Shot Retrieval Task	enhancedBy	KnowledgeGraphs Material