Semantic parsing is the process of analyzing natural language input to generate a structured, machine-readable meaning representation, such as logical forms or semantic graphs. It enables computers to understand the intent and context of human language, facilitating accurate interpretation for applications like question answering, voice assistants, and language understanding systems. This process is essential for bridging human language and computational understanding.