Semantic Parsing

Semantic parsing is the process of converting natural language into a structured form that a machine can understand. It involves analyzing the meaning of a sentence and mapping it to a formal representation, such as a logical form or a database query. This technique is crucial for applications that require understanding user intent, such as virtual assistants and chatbots. Semantic parsing can handle complex queries and is often used in conjunction with natural language processing (NLP) techniques to improve the accuracy of information retrieval and dialogue systems.