2 code implementations • 24 Feb 2023 • Zhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, Edward W. Ayers, Dragomir Radev, Jeremy Avigad
We introduce ProofNet, a benchmark for autoformalization and formal proving of undergraduate-level mathematics.
4 code implementations • ICLR 2022 • Jesse Michael Han, Jason Rute, Yuhuai Wu, Edward W. Ayers, Stanislas Polu
Labeled data for imitation learning of theorem proving in large libraries of formalized mathematics is scarce as such libraries require years of concentrated effort by human specialists to be built.
Ranked #7 on Automated Theorem Proving on miniF2F-test