Retrieval-augmented code generation strengthens the generation model by using a retrieval
model to select relevant code snippets from a code corpus. The synergy between retrieval …

With a good code search engine, developers can reuse existing code snippets and
accelerate software development process. Current code search methods can be divided into …

Automatically generating high-quality code descriptions greatly improves the readability and
maintainability of the codebase. Recently, retrieval augmented code-to-text generation has …

Code search is to search reusable code snippets from source code corpus based on natural
languages queries. Deep learning-based methods of code search have shown promising …

Tools capable of automatic code generation have the potential to augment programmer's
capabilities. While straightforward code retrieval is incorporated into many IDEs, an …

Code writing is repetitive and predictable, inspiring us to develop various code intelligence
techniques. This survey focuses on code search, that is, to retrieve code that matches a …

Code generation tools are essential to help developers in the software development
process. Existing tools often disconnect with the working context, ie, the code repository …

Code search is a core software engineering task. Effective code search tools can help
developers substantially improve their software development efficiency and effectiveness. In …

To accelerate software development, much research has been performed to help people
understand and reuse the huge amount of available code resources. Two important tasks …

Pre-trained language models have achieved promising success in code retrieval tasks,
where a natural language documentation query is given to find the most relevant existing …