KBSpec maintains an evolving knowledge base combining external docs and internal verifier feedback to improve LLM generation of verifiable JML specifications, achieving 10-25% higher verification pass rates.
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KBSpec: LLM-driven Formal Specification Generation with Evolving Domain Knowledge Base
KBSpec maintains an evolving knowledge base combining external docs and internal verifier feedback to improve LLM generation of verifiable JML specifications, achieving 10-25% higher verification pass rates.