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The ever-growing complexity of mathematical proofs makes their manual verification by mathematicians very cognitively demanding.
Every planar map is four colorable, part I: discharging
K. Appel and W. Haken. 1977 · 1977
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Every planar map is four colorable. II: Reducibility
K. Appel, W. Haken, and J. Koch. 1977 · 1977
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The four-color problem and its philosophical significance
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Isabelle/HOL: a proof assistant for higher-order logic , volume 2283
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Translating LaTeX to Coq: A Recurrent Neural Network Approach to Formalizing Natural Language Proofs
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Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, and Łukasz Kaiser. 2018 · 2018
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Handbook of Writing for the Mathematical Sciences , third edition
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To be or not to be an Integer? Encoding Variables for Mathematical Text
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Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics
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Autoformalization with large language models
Yuhuai Wu, Albert Q Jiang, Wenda Li, Markus N Rabe, Charles Staats, Mateja Jamnik, and Christian Szegedy. 2022 · 2022
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