Semantic relationships refer to the connections between concepts or entities based on meaning, context, or function, enabling deeper understanding and interpretation of language and data. These relationships are crucial in fields like linguistics, information retrieval, and artificial intelligence, where they help in tasks such as word sense disambiguation, ontology building, and natural language processing.