50 citations · 72 across the 7 of their papers we have counts for
3 papers · 1 filter
Enhancing Genetic Improvement Mutations Using Large Language Models
Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza +5
Large language models (LLMs) have been successfully applied to software engineering tasks, including program repair. However, their application in search-based techniques such as G…
Reinforcement Learning for Mutation Operator Selection in Automated Program Repair
Carol Hanna, Aymeric Blot, Justyna Petke
Automated program repair techniques aim to aid software developers with the challenging task of fixing bugs. In heuristic-based program repair, a search space of program variants,…
An Analysis of the Automatic Bug Fixing Performance of ChatGPT
Dominik Sobania, Martin Briesch, Carol Hanna +1
To support software developers in finding and fixing software bugs, several automated program repair techniques have been introduced. Given a test suite, standard methods usually e…