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IESR:Efficient MCTS-Based Modular Reasoning for Text-to-SQL with Large Language Models

Liu, Tao et al.
arXiv (All) · Papers
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computation-and-language
Text-to-SQL is a key natural language processing task that maps natural language questions to SQL queries, enabling intuitive interaction with web-based databases. Although current methods perform well on benchmarks like BIRD and Spider, they struggle with complex reasoning, domain knowledge, and hy
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