A Systematic Literature Review on Large Language Models for Automated Program Repair

Q Zhang, C Fang, Y Xie, YX Ma, W Sun… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

Natural language to code: How far are we?

S Wang, M Geng, B Lin, Z Sun, M Wen, Y Liu… - Proceedings of the 31st …, 2023 - dl.acm.org
A longstanding dream in software engineering research is to devise effective approaches for
automating development tasks based on developers' informally-specified intentions. Such …

Fusing Code Searchers

S Wang, M Geng, B Lin, Z Sun, M Wen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Code search, which consists in retrieving relevant code snippets from a codebase based on
a given query, provides developers with useful references during software development …