Semantic relevance refers to the degree to which information is pertinent and meaningful to a given context or query, emphasizing the importance of understanding and interpreting content within its specific framework. It is crucial in fields like information retrieval and natural language processing, where the goal is to match user intent with the most contextually appropriate information.