Semantic programming by example with pre-trained models

• Published in: Proceedings of ACM on programming languages Vol. 5; no. OOPSLA; pp. 1 - 25
• Main Authors: Verbruggen, Gust, Le, Vu, Gulwani, Sumit
• Format: Journal Article
• Language: English
• Published: 01.10.2021

The ability to learn programs from few examples is a powerful technology with disruptive applications in many domains, as it allows users to automate repetitive tasks in an intuitive way. Existing frameworks on inductive synthesis only perform syntactic manipulations, where they rely on the syntacti...