Transformer Models for Type Inference in the Simply Typed Lambda Calculus: A Case Study in Deep Learning for Code

no code implementations • 15 Mar 2023 • Brando Miranda, Avi Shinnar, Vasily Pestun, Barry Trager

Despite a growing body of work at the intersection of deep learning and formal languages, there has been relatively little systematic exploration of transformer models for reasoning about typed lambda calculi.