Deep Learning Based Code Generation Methods: Literature Review

Understand

This paper focuses on Code Generation task that aims at generating relevant code fragments according to given natural language descriptions.

• In the process of software development, developers often encounter two scenarios.
• One is requested to write a large amount of repetitive and low-technical code for implementing common functionalities.
• The other is writing code that depends on specific task requirements, which may necessitate the use of external resources such as documentation or other tools.