代码大模型 / AI 编程

Selective Prompt Anchoring for Code Generation

Yuan Tian, Tianyi Zhang

机构 * Purdue University（普渡大学） 纠错

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

Comments Accepted by ICML'25

CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation

Zhanhang Xiong, Dongxia Wang, Yuekang Li, Xinyuan An, Wenhai Wang

机构 * Zhejiang University（浙江大学） ； The University of New South Wales（新南威尔士大学） 纠错

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

AgentMesh: A Cooperative Multi-Agent Generative AI Framework for Software Development Automation

Sourena Khanzadeh

机构 * Toronto Metropolitan University（多伦多 Metropolitan 大学） 纠错

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

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation

Fei Kong, Xiaohan Shan, Yanwei Hu, Jianmin Li

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

Comments 14pages

LLMs-guided adaptive compensator: Bringing Adaptivity to Automatic Control Systems with Large Language Models

Zhongchao Zhou, Yuxi Lu, Yaonan Zhu, Yifan Zhao, Bin He, Liang He, Wenwen Yu, Yusuke Iwasawa

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

MoL-RL: Distilling Multi-Step Environmental Feedback into LLMs for Feedback-Independent Reasoning

Kang Yang, Jingxue Chen, Qingkun Tang, Tianxiang Zhang, Qianchun Lu

机构 * Dalian University of Technology（大连理工大学） ； Wired Product Operation Division, ZTE Corporation（中兴通讯无线产品运营部） 纠错

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

Comments 12pages,3figures

Semantics of Sets of Programs

Jinwoo Kim, Shaan Nagy, Thomas Reps, Loris D'Antoni

专题命中 代码生成 ：program synthesis(abstract)；分类 cs.PL

Comments 47 pages, 8 Figures

ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation

Jovana Kondic, Pengyuan Li, Dhiraj Joshi, Zexue He, Shafiq Abedin, Jennifer Sun, Ben Wiesel, Eli Schwartz, Ahmed Nassar, Bo Wu, Assaf Arbelle, Aude Oliva, Dan Gutfreund, Leonid Karlinsky, Rogerio Feris

机构 * MIT（麻省理工学院） ； MIT-IBM Watson AI Labs（麻省理工-IBM沃森人工智能实验室） ； IBM Research（IBM研究院） 纠错

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

The Impact of Fine-tuning Large Language Models on Automated Program Repair

Roman Macháček, Anastasiia Grishina, Max Hort, Leon Moonen

机构 * Simula Research Laboratory（Simula研究实验室） ； University of Bern（伯尔尼大学） 纠错

专题命中 程序修复 ：program repair(title,abstract)；分类 cs.SE、cs.CL、cs.AI

Comments Accepted for publication in the research track of the 41th International Conference on Software Maintenance and Evolution (ICSME 2025)

When Prompts Go Wrong: Evaluating Code Model Robustness to Ambiguous, Contradictory, and Incomplete Task Descriptions

Maya Larbi, Amal Akli, Mike Papadakis, Rihab Bouyousfi, Maxime Cordy, Federica Sarro, Yves Le Traon

机构 * University of Luxembourg（卢森堡大学） ； University College London（伦敦大学学院） 纠错

专题命中 代码评测 ：code model(title)；code generation(abstract)；分类 cs.SE、cs.AI

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?

Muntasir Wahed, Xiaona Zhou, Kiet A. Nguyen, Tianjiao Yu, Nirav Diwan, Gang Wang, Dilek Hakkani-Tür, Ismini Lourentzou

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 代码评测 ：code generation(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Winner Defender Team at Amazon Nova AI Challenge 2025

MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment

Ming Zhang, Yiling Xuan, Qun Ma, Yuwei Guo

专题命中 代码评测 ：repository(abstract)

Should Top-Down Clustering Affect Boundaries in Unsupervised Word Discovery?

Simon Malan, Benjamin van Niekerk, Herman Kamper

机构 * Electrical and Electronic Engineering, Stellenbosch University, South Africa（电气与电子工程系，斯托滕博斯大学，南非） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments Submitted to the IEEE/ACM Transactions on Audio, Speech and Language Processing

A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems

M Sabbir Salek, Mashrur Chowdhury, Muhaimin Bin Munir, Yuchen Cai, Mohammad Imtiaz Hasan, Jean-Michel Tine, Latifur Khan, Mizanur Rahman

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data

Leonardo Castro-Gonzalez, Yi-Ling Chung, Hannak Rose Kirk, John Francis, Angus R. Williams, Pica Johansson, Jonathan Bright

机构 * Public Policy Programme, The Alan Turing Institute, British Library（公共政策计划、艾伦·图灵研究所、大英图书馆） ； School of Geographical Sciences, University of Bristol（地理科学学院、布里斯托尔大学） ； Oxford Internet Institute, University of Oxford（牛津大学网络研究所） ； Zug Institute for Blockchain Research, University of Lucerne（祖格区块链研究所、卢塞恩大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments 46 pages, 17 figures, 6 tables

Model-Structured Neural Networks to Control the Steering Dynamics of Autonomous Race Cars

Mattia Piccinini, Aniello Mungiello, Georg Jank, Gastone Pietro Rosati Papini, Francesco Biral, Johannes Betz

机构 * Professorship of Autonomous Vehicle Systems, Technical University of Munich（自动驾驶车辆系统教授职位，慕尼黑技术大学） ； Department of Information Technology and Electrical Engineering (DIETI), University of Naples Federico II（信息科技与电气工程系（DIETI），那不勒斯费德里科二世大学） ； Chair of Automatic Control, Department of Mechanical Engineering, TUM School of Engineering and Design（自动控制教授职位，机械工程系，慕尼黑技术大学工程与设计学院） ； Department of Industrial Engineering, University of Trento（工业工程系，特伦托大学） 纠错

专题命中 仓库级理解 ：repository(abstract)

Comments Accepted at the 2025 IEEE International Conference on Intelligent Transportation Systems (ITSC)

archNEMESIS: an open-source Python package for analysis of planetary atmospheric spectra

Juan Alday, Joseph Penn, Patrick G. J. Irwin, Jonathon P. Mason, Jingxuan Yang

专题命中 仓库级理解 ：repository(abstract)

Comments Submitted 27 January 2025

Journal ref Journal of Open Research Software, 13(1), 10 (2025)