代码大模型 / AI 编程 - arXivDaily 专题

2503.14838 2025-03-20 cs.SE 57%

Think Like Human Developers: Harnessing Community Knowledge for Structured Code Reasoning

Chengran Yang, Zhensu Sun, Hong Jin Kang, Jieke Shi, David Lo

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

2503.13813 2025-03-19 cs.AI cs.RO 57%

Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models

Mingming Peng, Zhendong Chen, Jie Yang, Jin Huang, Zhengqi Shi, Qihao Liu, Xinyu Li, Liang Gao

机构 * Huazhong University of Science and Technology（华中科技大学）； State Key Laboratory of Intelligent Manufacturing Equipment and Technology（智能制造装备与技术国家重点实验室）

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

2503.12576 2025-03-18 cs.CL 57%

RaSA: Rank-Sharing Low-Rank Adaptation

Zhiwei He, Zhaopeng Tu, Xing Wang, Xingyu Chen, Zhijie Wang, Jiahao Xu, Tian Liang, Wenxiang Jiao, Zhuosheng Zhang, Rui Wang

机构 * Shanghai Jiao Tong University（上海交通大学）； Tencent AI Lab（腾讯AI实验室）

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

Comments ICLR 2025

2503.11475 2025-03-17 cs.LO cs.AI 57%

Research Vision: Multi-Agent Path Planning for Cops And Robbers Via Reactive Synthesis

William Fishell, Andoni Rodriguez, Mark Santolucito

机构 * Columbia University（哥伦比亚大学）； IMDEA Software Institute（IMDEA软件研究所）； Barnard College（巴纳德学院）

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

2411.13163 2025-03-14 cs.LG 57%

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Nabeel Seedat, Caterina Tozzi, Andrea Hita Ardiaca, Mihaela van der Schaar, James Weatherall, Adam Taylor

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

2503.08174 2025-03-12 cs.RO cs.AI 57%

Investigating the Effectiveness of a Socratic Chain-of-Thoughts Reasoning Method for Task Planning in Robotics, A Case Study

Veronica Bot, Zheyuan Xu

机构 * Stanford University（斯坦福大学）

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

2503.07554 2025-03-11 cs.LG 57%

An Empirical Comparison of Cost Functions in Inductive Logic Programming

Céline Hocquette, Andrew Cropper

机构 * University of Southampton（南安普顿大学）； University of Oxford（牛津大学）

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

2411.10351 2025-03-10 cs.SE 57%

Bias Unveiled: Investigating Social Bias in LLM-Generated Code

Lin Ling, Fazle Rabbi, Song Wang, Jinqiu Yang

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

Comments accepted for publication in the Association for the Advancement of Artificial Intelligence (AAAI), 2025

2503.02246 2025-03-05 cs.SE 57%

From Code to Courtroom: LLMs as the New Software Judges

Junda He, Jieke Shi, Terry Yue Zhuo, Christoph Treude, Jiamou Sun, Zhenchang Xing, Xiaoning Du, David Lo

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

2412.01007 2025-03-05 cs.CL cs.IR 57%

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

Tarun Suresh, Revanth Gangi Reddy, Yifei Xu, Zach Nussbaum, Andriy Mulyar, Brandon Duderstadt, Heng Ji

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； Lapis Labs（拉皮斯实验室）； Nomic AI（诺米克人工智能公司）

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

Comments Published as a conference paper at ICLR 2025. First and second author had equal contribution

2503.00821 2025-03-04 astro-ph.IM cs.AI 57%

AI Agents for Ground-Based Gamma Astronomy

D. Kostunin, V. Sotnikov, S. Golovachev, A. Strube

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

Comments proceedings of ADASS2025 (submitted), original talk and demos: https://pretalx.com/adass2024/talk/TRFZKU/

2503.00767 2025-03-04 cs.NI cs.AI 57%

LLMs are everywhere: Ubiquitous Utilization of AI Models through Air Computing

Baris Yamansavascilar, Atay Ozgovde, Cem Ersoy

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

Comments 7 pages, 5 figures

2410.03524 2025-03-04 cs.CL 57%

Steering Large Language Models between Code Execution and Textual Reasoning

Yongchao Chen, Harsh Jhamtani, Srinagesh Sharma, Chuchu Fan, Chi Wang

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

Comments 32 pages, 12 figures, 12 tables

Journal ref The Thirteenth International Conference on Learning Representations (ICLR'2025)

2310.19651 2025-03-04 cs.CL 57%

Dynamics of Instruction Fine-Tuning for Chinese Large Language Models

Chiyu Song, Zhanchao Zhou, Jianhao Yan, Yuejiao Fei, Zhenzhong Lan, Yue Zhang

机构 * Zhejiang University（浙江大学）； School of Engineering, Westlake University（西湖大学工程学院）； Institute of Advanced Technology, Westlake Institute for Advanced Study（西湖高等研究院先进技术研究所）

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

Comments Accepted to COLING 2025

2409.05873 2025-03-04 q-bio.BM cs.LG physics.chem-ph 57%

Procedural Synthesis of Synthesizable Molecules

Michael Sun, Alston Lo, Minghao Guo, Jie Chen, Connor Coley, Wojciech Matusik

机构 * MIT CSAIL（麻省理工学院计算机科学与人工智能实验室）； MIT-IBM Watson AI Lab, IBM Research（麻省理工学院-IBM沃森人工智能实验室 IBM研究院）； MIT Chemical Engineering（麻省理工学院化学工程系）

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

Comments ICLR 2025

2502.21068 2025-03-03 cs.SE 57%

GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping

Kristian Kolthoff, Felix Kretzer, Christian Bartelt, Alexander Maedche, Simone Paolo Ponzetto

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

2410.05340 2025-03-03 cs.LG 57%

Generating CAD Code with Vision-Language Models for 3D Designs

Kamel Alrashedy, Pradyumna Tambwekar, Zulfiqar Zaidi, Megan Langwasser, Wei Xu, Matthew Gombolay

机构 * Georgia Institute of Technology（佐治亚理工学院）

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

2502.18476 2025-02-27 cs.SE 57%

AI's Impact on Traditional Software Development

Bhanuprakash Madupati

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

Comments 10 Pages , 5 figures

Journal ref Journal of Artificial Intelligence & Cloud Computing , Published Date: 2024-07-24

2502.17348 2025-02-25 cs.SE cs.HC 57%

How Scientists Use Large Language Models to Program

Gabrielle O'Brien

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

Comments Accepted to CHI 2025

2410.09662 2025-02-25 cs.SE 57%

Evaluating the Effectiveness and Efficiency of Demonstration Retrievers in RAG for Coding Tasks

Pengfei He, Shaowei Wang, Shaiful Chowdhury, Tse-Hsun Chen

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

Comments 11 pages, 6 figures, 6 tables, accepted by SANER 2025

2502.15246 2025-02-24 cs.SE 57%

An approach for API synthesis using large language models

Hua Zhong, Shan Jiang, Sarfraz Khurshid

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

2502.14848 2025-02-21 cs.CL 57%

GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks

Jianwen Luo, Yiming Huang, Jinxiang Meng, Fangyu Lei, Shizhu He, Xiao Liu, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu

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

Comments 8 pages of main text, 38 pages of appendices

2310.04047 2025-02-20 cs.LG 57%

AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs

Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung Phan, Le Chen, Mihai Capotă, Theodore Willke, Nesreen K. Ahmed, Ali Jannesari

机构 * Iowa State University（爱荷华州立大学）； Intel Labs（英特尔实验室）； DataStax（DataStax公司）； Cisco AI Research（思科人工智能研究部门）

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

2502.11656 2025-02-18 cs.CL cs.DB 57%

Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL

Hanbing Liu, Haoyang Li, Xiaokang Zhang, Ruotong Chen, Haiyong Xu, Tian Tian, Qi Qi, Jing Zhang

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学高瓴人工智能学院）； School of Information, Renmin University of China（中国人民大学信息学院）； China Mobile Information Technology Center（中国移动信息技术中心）

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

2502.11104 2025-02-18 cs.CL 57%

Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping

Yijie Chen, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

机构 * Beijing Jiaotong University（北京交通大学）； Tencent Inc（腾讯公司）

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

Comments The code is available at https://github.com/pppa2019/ContexualDynamicMapping

2404.19397 2025-02-18 cs.HC cs.LG 57%

Can humans teach machines to code?

Céline Hocquette, Johannes Langer, Andrew Cropper, Ute Schmid

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

2501.01237 2025-02-17 cs.CL 57%

Self-Refinement Strategies for LLM-based Product Attribute Value Extraction

Alexander Brinkmann, Christian Bizer

机构 * University of Mannheim（曼海姆大学）

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

2410.17765 2025-02-11 cs.LG 57%

Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition

Artem Basharin, Andrei Chertkov, Ivan Oseledets

机构 * Skolkovo Institute of Science and Technology（斯科尔科沃科学技术学院）； Artificial Intelligence Research Institute (AIRI)（人工智能研究所（AIRI））

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

2502.05121 2025-02-10 hep-th cs.LG hep-ph 57%

Refining Integration-by-Parts Reduction of Feynman Integrals with Machine Learning

Matt von Hippel, Matthias Wilhelm

机构 * Niels Bohr International Academy（尼尔斯·玻尔国际学院）； Niels Bohr Institute（尼尔斯·玻尔研究所）； University of Copenhagen（哥本哈根大学）； Center for Quantum Mathematics（量子数学中心）； University of Southern Denmark（南丹麦大学）

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

Comments 28 pages, 9 figures

2502.05036 2025-02-10 cs.CL 57%

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Geliang Ouyang, Jingyao Chen, Zhihe Nie, Yi Gui, Yao Wan, Hongyu Zhang, Dongping Chen

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

1. 代码生成 4132 篇

Think Like Human Developers: Harnessing Community Knowledge for Structured Code Reasoning

Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models

RaSA: Rank-Sharing Low-Rank Adaptation

Research Vision: Multi-Agent Path Planning for Cops And Robbers Via Reactive Synthesis

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Investigating the Effectiveness of a Socratic Chain-of-Thoughts Reasoning Method for Task Planning in Robotics, A Case Study

An Empirical Comparison of Cost Functions in Inductive Logic Programming

Bias Unveiled: Investigating Social Bias in LLM-Generated Code

From Code to Courtroom: LLMs as the New Software Judges

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

AI Agents for Ground-Based Gamma Astronomy

LLMs are everywhere: Ubiquitous Utilization of AI Models through Air Computing

Steering Large Language Models between Code Execution and Textual Reasoning

Dynamics of Instruction Fine-Tuning for Chinese Large Language Models

Procedural Synthesis of Synthesizable Molecules

GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping

Generating CAD Code with Vision-Language Models for 3D Designs

AI's Impact on Traditional Software Development

How Scientists Use Large Language Models to Program

Evaluating the Effectiveness and Efficiency of Demonstration Retrievers in RAG for Coding Tasks

An approach for API synthesis using large language models

GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks

AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs

Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL

Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping

Can humans teach machines to code?

Self-Refinement Strategies for LLM-based Product Attribute Value Extraction

Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition

Refining Integration-by-Parts Reduction of Feynman Integrals with Machine Learning

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow