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Open access
Oct 2026
From Natural Language to Formal Specifications: A Metamodel-Driven LLM Pipeline
This case study assesses the feasibility of combining LLM-based extraction, metamodel-guided refinement, automated validation, and human correction for requirements formalization and evaluates the approach on the ten published ACAS Xu safety properties.
Sally Ismail, Patrick Tessier
· Proceedings of the ACM/IEEE... · 0 citations