Large Language Models (LLMs) have significantly impacted numerous domains, notably
including Software Engineering (SE). Nevertheless, a well-rounded understanding of the …

General large language models (LLMs), represented by ChatGPT, have demonstrated
significant potential in tasks such as code generation in software engineering. This has led …

The development of Artificial Intelligence Generated Content (AIGC) has been facilitated by
advancements in model algorithms, scalable foundation model architectures, and the …

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 …

Automated code generation has been extensively studied in recent literature. In this work,
we first survey 66 participants to motivate a more pragmatic code generation scenario, ie …

Large language models (LLMs) have brought a paradigm shift to the field of code
generation, offering the potential to enhance the software development process. However …

Large Language Models (LLMs) have achieved remarkable success in code completion, as
evidenced by their essential roles in developing code assistant services such as Copilot …

Code generation aims to automatically generate code snippets that meet given natural
language requirements and plays an important role in software development. Although …

Large language models (LLMs) have achieved exceptional performance in code generation.
However, the performance remains unsatisfactory in generating library-oriented code …

Recently, Large Language Model (LLM) based agents have advanced the significant
development of Automatic Software Engineering (ASE). Although verified effectiveness, the …