Fine-tuning Qwen2.5-Coder-14B on code-query-diagram triples produces UML diagrams with higher F1 scores and lower structural defect rates than base or other LLMs.
Unhelkar,Verification and validation for quality of uml 2.0 models, John Wiley & Sons, 2005
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Query2Diagram: Answering Developer Queries with UML Diagrams
Fine-tuning Qwen2.5-Coder-14B on code-query-diagram triples produces UML diagrams with higher F1 scores and lower structural defect rates than base or other LLMs.