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Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema Normalization

arXiv cs.CL ↗ · 2026-09-11 Cached

This paper presents a benchmark (DNBench) for evaluating LLMs in database normalization tasks and introduces a multi-agent reasoning framework (MARS) that improves accuracy by 82% over single-prompt methods.

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