A Systematic Literature Review on Large Language Models for Automated Program Repair
Automated Program Repair (APR) attempts to patch software bugs and reduce manual
debugging efforts. Very recently, with the advances in Large Language Models (LLMs), an …
debugging efforts. Very recently, with the advances in Large Language Models (LLMs), an …
Towards Translating Real-World Code with LLMs: A Study of Translating to Rust
Large language models (LLMs) show promise in code translation-the task of translating
code written in one programming language to another language-due to their ability to write …
code written in one programming language to another language-due to their ability to write …
Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?
With the increasing utilization of large language models such as ChatGPT during software
development, it has become crucial to verify the quality of code content it generates. Recent …
development, it has become crucial to verify the quality of code content it generates. Recent …
How to Understand Whole Software Repository?
Recently, Large Language Model (LLM) based agents have advanced the significant
development of Automatic Software Engineering (ASE). Although verified effectiveness, the …
development of Automatic Software Engineering (ASE). Although verified effectiveness, the …
An Empirical Evaluation of Pre-trained Large Language Models for Repairing Declarative Formal Specifications
Automatic Program Repair (APR) has garnered significant attention as a practical research
domain focused on automatically fixing bugs in programs. While existing APR techniques …
domain focused on automatically fixing bugs in programs. While existing APR techniques …