Semantic relationships refer to the connections and associations between words, phrases, or concepts within a language or text, highlighting how meaning is constructed and understood in context. Understanding these relationships is crucial for tasks such as natural language processing, information retrieval, and improving human-computer interaction by enabling machines to comprehend and generate human-like language.