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· 2025

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cs.SE 1

years

2026 1

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UNVERDICTED 1

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Neurosymbolic Auditing of Natural-Language Software Requirements

cs.SE · 2026-05-13 · unverdicted · novelty 7.0

VERIMED translates natural-language requirements to formal logic via LLMs, detects ambiguity from stochastic formalization differences, and audits for inconsistency and safety violations using SMT queries.

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  • Neurosymbolic Auditing of Natural-Language Software Requirements cs.SE · 2026-05-13 · unverdicted · none · ref 25

    VERIMED translates natural-language requirements to formal logic via LLMs, detects ambiguity from stochastic formalization differences, and audits for inconsistency and safety violations using SMT queries.