Proof Pattern Search in Coq/SSReflect
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Abstract (arXiv)
ML4PG is an extension of the Proof General interface, allowing the user to invoke machine-learning algorithms and find proof similarities in Coq/SSReect libraries. In this paper, we present three new improvements to ML4PG. First, a new method of "recurrent clustering" is introduced to collect statistical features from Coq terms. Now the user can receive suggestions about similar definitions, types and lemma statements, in addition to proof strategies. Second, Coq proofs are split into patches to capture proof strategies that could arise at different stages of a proof. Finally, we improve ML4PG's output introducing an automaton-shape representation for proof patterns.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 1 Feb 2014.
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- 2021JEFL: Joint Embedding of Formal Proof Librariescited by 0
- 2021JEFL: Joint Embedding of Formal Proof Libraries21 Jul 2021