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Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL

open access: yes
Text-to-SQL is a challenging task involving multiple reasoning-intensive subtasks, including natural language understanding, database schema comprehension, and precise SQL query formulation. Existing approaches often rely on handcrafted reasoning paths with inductive biases that can limit their overall effectiveness.
Pourreza, Mohammadreza   +7 more
openaire   +2 more sources

SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy [PDF]

open access: green
T Zhang   +8 more
openalex   +1 more source

Spider Realistic Dataset In Structure-Grounded Pretraining for Text-to-SQL

open access: green, 2021
Xiang Deng   +5 more
openalex   +1 more source

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL [PDF]

open access: green
Zijin Hong   +6 more
openalex   +1 more source

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