most citedSTaR-SQL: Self-Taught Reasoner for Text-to-SQL

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cs.CL2025★ 1 cited

STaR-SQL: Self-Taught Reasoner for Text-to-SQL

Mingqian He, Yongliang Shen, Wenqi Zhang +3

Generating step-by-step "chain-of-thought" rationales has proven effective for improving the performance of large language models on complex reasoning tasks. However, applying such…

cs.CL2024

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning

Mingqian He, Yongliang Shen, Wenqi Zhang +2

Large Language Models (LLMs) have demonstrated remarkable potential in handling complex reasoning tasks by generating step-by-step rationales.Some methods have proven effective in…