SQL Query

SQL queries are formal requests used to retrieve data from relational databases. Current research focuses on improving the automatic generation of SQL queries from natural language questions, employing large language models (LLMs) and techniques like chain-of-thought prompting, self-correction, and ensemble methods to enhance accuracy and efficiency. This area is significant because it bridges natural language processing and database management, potentially democratizing data access and automating complex data analysis tasks. Furthermore, research is actively addressing challenges such as query ambiguity, efficient query planning and optimization, and automated query grading.