Intent Classification

Intent Classification is a subtask in natural language processing aimed at accurately labeling the intent behind natural language expressions from a predefined set of intents. This task involves analyzing the user's input text to identify its specific purpose or need, thereby providing critical support for subsequent dialogue management and task execution. Intent Classification has significant application value in intelligent customer service, virtual assistants, and speech recognition systems, as it can significantly improve the interaction efficiency and user experience of these systems.