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This is a Quantitative Study study.

October 22, 2025

Database Modeling Automation from Natural Language Requirements

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Analysis reveals improvements in generating relationships from natural language requirements using LLMs, highlighting potential in database modeling.

Generated diagrams largely align with the original requirements, indicating effective extraction of relationships.
The evaluation involved testing different LLMs and validating with students familiar with database modeling.
Challenges remain in handling cardinalities and nullable constraints within generated diagrams.
Potential for LLMs to enhance conceptual database modeling, supporting automated design processes.

Menezes et al. (2025) studied this question.

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Analysis reveals improvements in generating relationships from natural language requirements using LLMs, highlighting potential in database modeling.