Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL | ScienceToStartup | ScienceToStartup

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References (47)

[1]

Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks

2025Yihan Wang, Peiyu Liu et al.

[2]

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

2025Anisha Gunjal, Anthony Wang et al.

[3]

Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL

Founder's Pitch

"SquRL enhances LLMs' text-to-SQL capabilities by dynamically constructing workflows through reinforcement learning."

NLP Workflow Optimization•Score: 6•View PDF ↗

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Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL

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References (47)

Founder's Pitch

"SquRL enhances LLMs' text-to-SQL capabilities by dynamically constructing workflows through reinforcement learning."

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Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL

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References (47)

Founder's Pitch

"SquRL enhances LLMs' text-to-SQL capabilities by dynamically constructing workflows through reinforcement learning."

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