Review
Open access
2026
When to Invoke an LLM in Industrial Natural-Language-to-DSL Conversion: A Taxonomy-Driven, Confidence-Gated Selective Hybrid for Safety-Critical Avionics Test-Script Authoring
It is concluded that a taxonomy-driven selective hybrid is simultaneously accurate, LLM-frugal, and supportive of DO-330 tool-qualification evidence generation.
Sungshin Lim, Hyuk-chul Kwon, Minho Kim
· IEEE Access · 1 citation