2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models
EMNLP 2025
This work introduces Castle, the first framework for schema-only cascade update generation using large language models (LLMs). Despite recent advances in LLMs for Text2SQL code generation, existing approaches focus primarily on SELECT queries, neglecting the challenges of SQL update operations and t