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Sara Bernardini

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#artificial intelligence Preprint Oct 2026

Repairing LLM-Generated Specifications with Deterministic Diagnosis

Large language models (LLMs) are increasingly used as formalizers: given a reasoning problem expressed in natural language, they produce a formal specification that a symbolic solver can then solve, with guarantees relative to that specification. Many specifications are runnable yet semantically wrong, encoding incorre...

G. Vaccarino, Emanuele La Malfa, De-Hai Min et al. · 0 citations

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