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We describe several datasets and first experiments with creating conjectures by neural methods.
AM: An Artificial Intelligence Approach to Discovery in Mathematics as Heuristic Search
Douglas Bruce Lenat · 1976
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Siemion Fajtlowicz · 1988
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XML-izing Mizar: Making semantic processing and presentation of MML easy
Josef Urban · 2005
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MPTP 0.2: Design, implementation, and initial experiments
Josef Urban · 2006
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Automated Theory Formation in Pure Mathematics
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System description: E 1.8
Stephan Schulz · 2013
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Initial experiments with statistical conjecturing over large formal corpora
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Automating formalization by statistical and semantic parsing of mathematics
Cezary Kaliszyk, Josef Urban, and Jirí Vyskocil · 2017
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First experiments with neural translation of informal to formal mathematics
Qingxiang Wang, Cezary Kaliszyk, and Josef Urban · 2018
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Deep reinforcement learning in HOL4
Thibault Gauthier · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever · 2019
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Stateful premise selection by recurrent neural networks, 2020
Bartosz Piotrowski and Josef Urban · 2020
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Exploration of neural machine translation in autoformalization of mathematics in mizar
Qingxiang Wang, Chad E. Brown, Cezary Kaliszyk, and Josef Urban · 2020
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