2025
PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning
ACL 2025finding
Large language models (LLMs) have made significant strides in text-to-SQL tasks; however, small language models (SLMs) are crucial due to their low resource consumption and efficient inference for real-world deployment. Due to resource limitations, SLMs struggle to accurately interpret natural langu…