[PDF][PDF] Hammering towards QED

JC Blanchette, C Kaliszyk, LC Paulson… - Journal of Formalized …, 2016 - pure.mpg.de
The main ingredients underlying this approach are efficient automatic theorem provers that
can cope with hundreds of axioms, suitable translations of the proof assistant's logic to the …

A learning-based fact selector for Isabelle/HOL

JC Blanchette, D Greenaway, C Kaliszyk… - Journal of Automated …, 2016 - Springer
Sledgehammer integrates automatic theorem provers in the proof assistant Isabelle/HOL. A
key component, the fact selector, heuristically ranks the thousands of facts (lemmas …

MaSh: machine learning for Sledgehammer

D Kühlwein, JC Blanchette, C Kaliszyk… - … Theorem Proving: 4th …, 2013 - Springer
Sledgehammer integrates automatic theorem provers in the proof assistant Isabelle/HOL. A
key component, the relevance filter, heuristically ranks the thousands of facts available and …

Reconstructing proofs at the assertion level

X Huang - Automated Deduction—CADE-12: 12th International …, 1994 - Springer
Most automated theorem provers suffer from the problem that they can produce proofs only
in formalisms difficult to understand even for experienced mathematicians. Effort has been …

HARP: A tableau-based theorem prover

F Oppacher, E Suen - Journal of Automated Reasoning, 1988 - Springer
This paper presents HARP, a complete, tableau-based theorem prover for first order logic,
which is intended to be used both interactively and as an inference engine for Artificial …

Source-level proof reconstruction for interactive theorem proving

LC Paulson, KW Susanto - … Conference on Theorem Proving in Higher …, 2007 - Springer
Interactive proof assistants should verify the proofs they receive from automatic theorem
provers. Normally this proof reconstruction takes place internally, forming part of the …

Isar—a generic interpretative approach to readable formal proof documents

M Wenzel - International Conference on Theorem Proving in …, 1999 - Springer
We present a generic approach to readable formal proof documents, called Intelligible semi-
automated reasoning (Isar). It addresses the major problem of existing interactive theorem …

MPTP–motivation, implementation, first experiments

J Urban - Journal of Automated Reasoning, 2004 - Springer
We describe a number of new possibilities for current theorem provers that arise with the
existence of large integral bodies of formalized mathematics. Then we describe the …

Hipster: Integrating theory exploration in a proof assistant

M Johansson, D Rosén, N Smallbone… - … Conference on Intelligent …, 2014 - Springer
This paper describes Hipster, a system integrating theory exploration with the proof assistant
Isabelle/HOL. Theory exploration is a technique for automatically discovering new …

Generative language modeling for automated theorem proving

S Polu, I Sutskever - arXiv preprint arXiv:2009.03393, 2020 - arxiv.org
We explore the application of transformer-based language models to automated theorem
proving. This work is motivated by the possibility that a major limitation of automated …