Theorem Proving Task

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A Theorem Proving Task is a task that requires a formal proof.




  • (Alemi et al., 2016) ⇒ Alexander A. Alemi, François Chollet, Geoffrey Irving, Christian Szegedy, and Josef Urban. (2016). “DeepMath-Deep Sequence Models for Premise Selection.” arXiv preprint arXiv:1606.04442
    • ABSTRACT: We study the effectiveness of neural sequence models for premise selection in automated theorem proving, one of the main bottlenecks in the formalization of mathematics. We propose a two stage approach for this task that yields good results for the premise selection task on the Mizar corpus while avoiding the hand-engineered features of existing state-of-the-art models. To our knowledge, this is the first time deep learning has been applied to theorem proving.