Automatic programming has seen increasing popularity due to the emergence of tools like
GitHub Copilot which rely on Large Language Models (LLMs). At the same time …

Large language models (LLM) have proven to be effective at automated program repair
(APR). However, using LLMs can be highly costly, with companies invoicing users by the …

GitHub commits, which record the code changes with natural language messages for
description, play a critical role in software developers' comprehension of software evolution …

In recent years, software development has become increasingly complex, posing challenges
in problem-solving, code optimization, and error correction. The rise of Artificial Intelligence …

In this work, we explore Large Language Model-based context retrieval strategies for
repository-level code editing task. To achieve this goal, we first implemented a novel code …

The ubiquitous presence of software has made its failures a huge source of cost. To avoid
this cost, fixing buggy programs is essential. As manual bug fixing, also known as …