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Integrating external knowledge bases (e.g., Wikipedia, domain-specific ontologies) can enhance NLP systems by providing additional context and semantic information that is not explicitly present in the text. This can improve the understanding of named entities, relationships, and abstract concepts, particularly in tasks requiring a deep understanding of world knowledge.