Semantic features are the basic units of meaning that contribute to the understanding of a word or phrase within a language, allowing for the differentiation and categorization of linguistic elements based on shared or contrasting properties. They play a critical role in linguistic analysis by providing a framework for understanding how meaning is constructed and interpreted in communication.