Author

Akshat Dasula

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Preprint Oct 2026

NL2SQL with Iterative Self-Refinement

Bridging the gap between human intent and machine logic remains a critical challenge in data access for non-technical users, yet Large Language Models (LLMs) remain unreliable: they hallucinate schema elements, generate syntactically invalid queries, or fail to capture user intent. These limitations are especially crit...

Anjali Vemula, Akshat Dasula · 0 citations