Abstract: Generating accurate SQL from users’ natural language questions (text-to-SQL) remains a long-standing challenge due to the complexities involved in user question understanding, database ...

Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...

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This repository implements the Weighted-AST retrieval with prompting system for SQL-to-Text generation, as described in our research paper "SQL-to-Text Generation with Weighted-AST Few-Shot Prompting" ...