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Interactive clarification to improve Lean formal specifications

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In brief

  1. An agent asks clarification questions to refine specifications before formalization in Lean.
  2. Accuracy gains vary by model and configuration, peaking at +6.3 points.
  3. Postconditions are the main source of output degradation.

A study assesses whether an elicitation agent can enhance Lean formal specifications by asking clarification questions to a simulated developer. Results show variable gains depending on configurations, with a maximum +6.3 points strict accuracy improvement in some cases.

This summary gives you the essentials. The full article, its figures and quotes are on cs.AI updates on arXiv.org.

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