A great part of software development involves conceptualizing or communicating the
underlying procedures and logic that needs to be expressed in programs. One major …

Publicly available source-code libraries are continuously growing and changing. This makes
it impossible for models of code to keep current with all available APIs by simply training …

Automatically generating source code from natural language descriptions has been a
growing field of research in recent years. However, current large-scale code generation …

Large language models have demonstrated the ability to generate both natural language
and programming language text. Although contemporary code generation models are …

Large language models have demonstrated the ability to generate both natural language
and programming language text. Such models open up the possibility of multi-language …

Large pre-trained code generation models, such as OpenAI Codex, can generate syntax-
and function-correct code, making the coding of programmers more productive. In this paper …

Open-domain code generation aims to generate code in a general-purpose programming
language (such as Python) from natural language (NL) intents. Motivated by the intuition that …

Recent advances in Large Language Models (LLM) have made automatic code generation
possible for real-world programming tasks in general-purpose programming languages …

Searching over large code corpora can be a powerful productivity tool for both beginner and
experienced developers because it helps them quickly find examples of code related to their …

Developers often face challenges in code understanding, which is crucial for building and
maintaining high-quality software systems. Code comments and documentation can provide …