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Generative Language Modeling for Automated Theorem Proving #114

Open AkiraTOSEI opened 3 years ago

AkiraTOSEI commented 3 years ago

TL;DR

They proposed GPT-f, which automatically proves theorems using a transformer. The proofs of theorems are defined as a language model such as [GOAL,(theorem),PROOFSTEP,…]. They have succeeded in shortening the theorem proofs with 23 theorems compared to existing ones. Proof Search Tree

Why it matters:

Paper URL

https://arxiv.org/abs/2009.03393

Submission Dates(yyyy/mm/dd)

2020/09/07

Authors and institutions

Stanislas Polu, Ilya Sutskever

Methods

Results

Comments