[PDF][PDF] CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology

Z Rasheed, MA Sami, KK Kemell… - arXiv preprint arXiv …, 2024 - researchgate.net
ABSTRACT Large Language Models (LLMs) and Generative Pre-trained Transformers
(GPTs) are reshaping the field of Software Engineering (SE). Existing LLM-based multi …

What's Wrong with Your Code Generated by Large Language Models? An Extensive Study

S Dou, H Jia, S Wu, H Zheng, W Zhou, M Wu… - arXiv preprint arXiv …, 2024 - arxiv.org
The increasing development of large language models (LLMs) in code generation has
drawn significant attention among researchers. To enhance LLM-based code generation …

Where Are Large Language Models for Code Generation on GitHub?

X Yu, L Liu, X Hu, JW Keung, J Liu, X Xia - arXiv preprint arXiv:2406.19544, 2024 - arxiv.org
The increasing use of Large Language Models (LLMs) in software development has
garnered significant attention from researchers assessing the quality of the code they …

Rethinking the influence of source code on test case generation

D Huang, JM Zhang, M Du, M Harman… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) have been widely applied to assist test generation with the
source code under test provided as the context. This paper aims to answer the question: If …

CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing

C Yang, C Zhao, Q Gu, D Zhou - arXiv preprint arXiv:2410.16670, 2024 - arxiv.org
Sequential reasoning in agent systems has been significantly advanced by large language
models (LLMs), yet existing approaches face limitations. Reflection-driven reasoning relies …

Codepori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology

Z Rasheed, S Malik, KK Kemell… - Available at SSRN …, 2024 - papers.ssrn.com
Abstract Context: Large Language Models (LLMs) and Generative Pre-trained Transformers
(GPTs) have transformed the field of Software Engineering (SE). Existing LLM-based multi …

[PDF][PDF] Llms for malware offense and defense

K Roach - kellyroach.com
This survey paper explores the use of large language models (LLMs) in generating and
defending against malware. The paper summarizes news reports and research papers on …