代码大模型 / AI 编程 - arXivDaily 专题

2510.22849 2025-10-28 cs.CL cs.AI cs.LG 82%

Once Upon an Input: Reasoning via Per-Instance Program Synthesis

Adam Stein, Neelay Velingker, Mayur Naik, Eric Wong

机构 * University of Pennsylvania（宾夕法尼亚大学）

专题命中代码生成：program synthesis(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at NeurIPS 2025. 34 pages, 7 figures

2406.00515 2025-10-28 cs.CL cs.AI cs.SE 82%

A Survey on Large Language Models for Code Generation

Juyong Jiang, Fan Wang, Jiasi Shen, Sungju Kim, Sunghun Kim

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州））

专题命中代码生成：code generation(title,abstract)；分类 cs.SE、cs.CL、cs.AI

2510.22614 2025-10-28 cs.SE cs.AI 73%

Does In-IDE Calibration of Large Language Models work at Scale?

Roham Koohestani, Agnia Sergeyuk, David Gros, Claudio Spiess, Sergey Titov, Prem Devanbu, Maliheh Izadi

机构 * Delft University of Technology（代尔夫特理工大学）； JetBrains Research（JetBrains研究）； University of California, Davis（加州大学戴维斯分校）

专题命中代码生成：code generation(abstract)；code model(abstract)；分类 cs.SE、cs.AI

Comments Under Review

2504.20434 2025-10-28 cs.SE cs.AI 62%

ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement

Manish Bhattarai, Miguel Cordova, Minh Vu, Javier Santos, Ismael Boureima, Dan O'Malley

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室）

专题命中代码生成：code generation(abstract)；分类 cs.SE、cs.AI

2510.23208 2025-10-28 cs.LG cs.AI 62%

Increasing LLM Coding Capabilities through Diverse Synthetic Coding Tasks

Amal Abed, Ivan Lukic, Jörg K. H. Franke, Frank Hutter

机构 * University of Freiburg（弗赖堡大学）； ELLIS Institute Tübingen（图宾根ELLIS研究所）； Open-Sci Collective（开放科学集体）； LAION ； Prior Labs（Prior实验室）

专题命中代码生成：code generation(abstract)；分类 cs.AI、cs.LG

Comments Presented at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: The 4th Deep Learning for Code Workshop (DL4C)

2508.20119 2025-10-28 cs.SE cs.LG 62%

LLM Agents for Generating Microservice-based Applications: how complex is your specification?

Daniel M. Yellin

机构 * post.runi.ac.il（runi学院）

专题命中代码生成：code generation(abstract)；分类 cs.SE、cs.LG

Comments 24 pages + 5 pages appendices. 7 Figures. 10 Tables

2504.16485 2025-10-28 cs.SE cs.AI 62%

On Developers' Self-Declaration of AI-Generated Code: An Analysis of Practices

Syed Mohammad Kashif, Peng Liang, Amjed Tahir

机构 * School of Computer Science, Wuhan University（武汉大学计算机科学学院）； School of Mathematical and Computational Sciences, Massey University（马斯赛大学数学与计算科学学院）

专题命中代码生成：code generation(abstract)；分类 cs.SE、cs.AI

Comments Preprint accepted for publication in ACM Transactions on Software Engineering and Methodology (TOSEM), 2025

2510.23272 2025-10-28 cs.CL 57%

Code Aesthetics with Agentic Reward Feedback

Bang Xiao, Lingjie Jiang, Shaohan Huang, Tengchao Lv, Yupan Huang, Xun Wu, Lei Cui, Furu Wei

机构 * Microsoft Research Asia（微软亚洲研究院）； Zhiyuan College（智远学院）； Shanghai Jiao Tong University（上海交通大学）； Peking University（北京大学）

专题命中代码生成：code generation(abstract)；分类 cs.CL

Comments 30 pages, 7 figures

1. 代码生成 8 篇