Large Langage Models

LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution

Genetic Improvement (GI) of software automatically creates alternative software versions that are improved according to certain properties of interests (e.g., running-time). …

karine-even-mendoza

Large Language Model Based Code Completion is an Effective Genetic Improvement Mutation

Large language models (LLMs) have been successfully applied to software engineering tasks, including program repair. However, their application in search-based techniques such as …

jingyuan-wang

Large language model based mutations in genetic improvement

Ever since the first large language models (LLMs) have become available, both academics and practitioners have used them to aid software engineering tasks. However, little research …

alexander-e.-i.-brownlee

Enhancing genetic improvement mutations using large language models

Large language models (LLMs) have been successfully applied to software engineering tasks, including program repair. However, their application in search-based techniques such as …

alexander-e.i.-brownlee