Where Are Large Language Models for Code Generation on GitHub?

X Yu, L Liu, X Hu, JW Keung, J Liu, X **a - 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 …

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 …

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 …

[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 …