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Prasenjit Dey

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#artificial intelligence Preprint Oct 2026

Eliciting Specifications: When Does Interactive Clarification Help?

LLMs can generate Lean specifications from task descriptions, but those descriptions are often underspecified or ambiguous and may omit verifier-relevant edge cases, yielding imperfect formal specifications. We study whether an elicitation agent (EA) can improve verifier-checked Lean specifications by seeking clarifica...

Mowafak Allaham, Aditya Vempaty, Ashish Jagmohan et al. · 0 citations

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