Search Results for author: Albert Qiaochu Jiang

Found 2 papers, 1 papers with code

Magnushammer: A Transformer-Based Approach to Premise Selection

no code implementations8 Mar 2023 Maciej Mikuła, Szymon Tworkowski, Szymon Antoniak, Bartosz Piotrowski, Albert Qiaochu Jiang, Jin Peng Zhou, Christian Szegedy, Łukasz Kuciński, Piotr Miłoś, Yuhuai Wu

By combining \method with a language-model-based automated theorem prover, we further improve the state-of-the-art proof success rate from $57. 0\%$ to $71. 0\%$ on the PISA benchmark using $4$x fewer parameters.

Automated Theorem Proving Language Modelling +1

INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving

1 code implementation ICLR 2021 Yuhuai Wu, Albert Qiaochu Jiang, Jimmy Ba, Roger Grosse

In learning-assisted theorem proving, one of the most critical challenges is to generalize to theorems unlike those seen at training time.

Automated Theorem Proving

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