Can I read First Neural Conjecturing Datasets and Experiments on EtoBox?

First Neural Conjecturing Datasets and Experiments by Urban, Josef; Jakubův, Jan is a scholarly article available to read on EtoBox.

What is First Neural Conjecturing Datasets and Experiments about?

We describe several datasets and first experiments with creating conjectures by neural methods. The datasets are based on the Mizar Mathematical Library processed in several forms and the problems extracted from it by the MPTP system and proved by the E prover using the ENIGMA guidance. The conjecturing experiments use the Transformer architecture and in particular its GPT-2 implementation.

Author

Urban, Josef; Jakubův, Jan

Published

2020

Language

EN