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Van-Viet Nguyen

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Open access 2026

ViNL2Vis-FaithBench: A Vietnamese–English Benchmark and Faithfulness Evaluator for Natural-Language-to-Visualization

ViNL2Vis-FaithBench is introduced, a Vietnamese-English benchmark built from 783 tabular datasets and 33,700 synthetic benchmark samples, together with a deterministic evaluator for data faithfulness, which shows that stricter prompting, deterministic repair, and audit-driven transformation checks reduce chart-family, rendering, and transformation failures that raw model outputs leave unresolved.

Minh-Hue Thi Luong, The-Vinh Nguyen, Van-Viet Nguyen et al. · 0 citations
Open access Aug 2026

Toward generalizable unified modeling language automation: a dual case study on class and use case diagram generation

A dual-LLM pipeline integrating lightweight specification generation with reasoning-oriented code synthesis is presented, establishing a robust foundation for scalable, artificial intelligence-driven automation in software engineering.

Van-Viet Nguyen, Huu-Khanh Nguyen, Kim-Son Nguyen et al. · 0 citations