In this research, we aim to conduct a systematic mapping study on Large Language Models (LLMs) for Software Engineering (SE). The significantly enhanced capabilities of LLMs have led to their use in many fields, including the important domain of SE. SE processes involve numerous artifacts, ...
This paper provides a survey of the emerging area of Large Language Models (LLMs) for Software Engineering (SE). It also sets out open research challenges for the application of LLMs to technical problems faced by software engineers. LLMs' emergent properties bring novelty and creativity with ...
2023 Large Language Models for Software Engineering: Survey and Open Problems 2023 Large Language Models for Software Engineering: A Systematic Literature Review 2023 Software Testing with Large Language Model: Survey, Landscape, and Vision Complete Paper List Click to expand! Year-IdTitleVenue Name 20...
This category differs from theAI chatbots softwarecategory, which focuses on standalone platforms that allow users to interact and engage with large language models, and thesynthetic media softwarecategory, which consists of tools for business users to create AI-generated media. These LLM solutions,...
《Prompting Is Programming: A Query Language for Large Language Models,LMQL》论文学习 大型语言模型在诸如对话问答、代码生成等广泛任务上表现出了出色的性能。 在较高的层次上,给定一段输入,大语言模型可用于按照概率统计方式自动补全序列。在此基础上,用户用指令(instructions)或示例(examples)去提示(prompt)大...
[1] Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo,and Jie M Zhang. Large language models for software engineering: Survey and open problems.arXiv preprint arXiv:2310.03533, 2023. [2] Junjie Wang, Yuchao Huang, Chunyang Chen, Zhe Liu, Song Wang, and...
摘要原文 The rapid evolution of network technologies and the growing complexity of network tasks necessitate a paradigm shift in how networks are designed, configured, and managed. With a wealth of knowledge and expertise, large language models (LLMs) are one of the most promising candidates. This...
LLM4Decompile: Decompiling Binary Code with Large Language Models 摘要 反编译的目的是将编译后的代码恢复为人类可读的源代码,但在名称和结构等细节上遇到了困难。 大型语言模型(大语言模型)显示出编程任务的前景,激励其应用程序进行反编译。 但目前还没有开源的大语言模型可供反编译。 而且,现有的反编译评估系统...
Yes, Lamini can generate technical documentation and user manuals for software projects. It uses natural language generation techniques to create clear and concise documentation that is easy to understand for both technical and non-technical users. This can save developers a significant amount of time...
If you are interested in Generative AI and LLMs, this tutorial is tailor-made for you. So… let’s start! What are LLMs? Just in case you have been living within a cave and haven’t gotten any news lately, I’ll briefly explain Large Language Models or LLMs. ...