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,...
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.· Bulletin of Electrical Engin...· 0 citations
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