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Execution-based Code Generation using Deep Reinforcement Learning

Published in arXiv (Cornell University) • Jan 31, 2023
Authors:
Parshin Shojaee
,
Aneesh Jain
,
Sindhu Tipirneni

Abstract

The utilization of programming language (PL) models, pre-trained on large-scale code corpora, as a means of automating software engineering processes has demonstrated considerable potential in streamlining various code generation tasks such as code completion, code translation, and program synthesis...

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