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cs.SE2026
Beyond Type-checking: Towards Holistic Evaluation of Formal Specification Generation
Srijith Nair, Aditya Vempaty, Jia Liu +1
When generating verifiable code, natural language requirements are mapped to machine checked code using LLMs and agentic workflows. A crucial component of this pipeline is specific…
cs.SE2026
Eliciting Specifications: When Does Interactive Clarification Help?
Mowafak Allaham, Aditya Vempaty, Ashish Jagmohan +2
LLMs can generate Lean specifications from task descriptions, but those descriptions are often underspecified or ambiguous and may omit verifier-relevant edge cases, yielding imper…