代码大模型 / AI 编程

2409.11041 2025-09-09 cs.CL cs.RO 79%

Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming

Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen

机构 * Computational Linguistics, Department of Linguistics, University of Potsdam, Germany（波恩大学语言学系计算语言学部门）； German Research Center for Artificial Intelligence (DFKI), Berlin, Germany（德国人工智能研究中心（DFKI））

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

Comments Accepted to ITL4HRI workshop at RO-MAN 2025 conference

2509.01313 2025-09-09 cs.SE 79%

Aligning Requirement for Large Language Model's Code Generation

Zhao Tian, Junjie Chen

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

Comments Accepted by ICSE 2026

2410.09829 2025-09-09 cs.CL cs.IR cs.RO 74%

Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles

Rimvydas Rubavicius, Antonio Valerio Miceli-Barone, Alex Lascarides, Subramanian Ramamoorthy

机构 * School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB（信息学院，爱丁堡大学）

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

Comments In Proceedings of GeCoIn 2025: Generative Code Intelligence Workshop, co-located with ECAI-2025

2508.19268 2025-09-09 cs.CL cs.AI 62%

MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts

Qing Wang, Xue Han, Jiahui Wang, Lehao Xing, Qian Hu, Lianlian Zhang, Chao Deng, Junlan Feng

机构 * China Mobile Research Institute（中国移动研究院）

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

2502.18658 2025-09-09 cs.HC cs.AI cs.SE 62%

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support

Kevin Pu, Daniel Lazaro, Ian Arawjo, Haijun Xia, Ziang Xiao, Tovi Grossman, Yan Chen

机构 * University of Toronto（多伦多大学）； University of California San Diego（加州大学圣地亚哥分校）； Johns Hopkins University（约翰霍普金斯大学）

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

2509.06429 2025-09-09 cs.SE 57%

Analyzing the Instability of Large Language Models in Automated Bug Injection and Correction

Mehmet Bilal Er, Nagehan İlhan, Umut Kuran

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

2509.05899 2025-09-09 cs.LG cs.DB 57%

X-SQL: Expert Schema Linking and Understanding of Text-to-SQL with Multi-LLMs

Dazhi Peng

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

2310.08067 2025-09-09 cs.AI 57%

GameGPT: Multi-agent Collaborative Framework for Game Development

Dake Chen, Haoyang Zhang, Hanbin Wang, Yunhao Huo, Yuzhao Li, Junjie Wang

机构 * AutoGame Research（AutoGame研究所）； X-Institute（X研究所）； University of Southern California（南加州大学）； Tsinghua University（清华大学）

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

2509.04078 2025-09-09 cs.SE cs.AI 84%

RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models

Jingjing Liu, Zeming Liu, Zihao Cheng, Mengliang He, Xiaoming Shi, Yuhang Guo, Xiangrong Zhu, Yuanfang Guo, Yunhong Wang, Haifeng Wang

机构 * School of Computer Science and Engineering, Beihang University（北京航空航天大学计算机科学与工程学院）； East China Normal University（华东师范大学）； School of Computer Science and Technology, Beijing Institute of Technology（北京理工大学计算机科学与技术学院）； Baidu Inc.（百度公司）

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

Comments 30 pages, 12 figures, EMNLP 2025 Findings

2509.05881 2025-09-09 cs.SE cs.AI 76%

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation

Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校）； The Ohio State University（俄亥根州立大学）

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

Comments 34 pages, 8 figures

Journal ref Transactions in GIS, 2025

2406.06464 2025-09-09 cs.AI cs.CL 62%

Transforming Wearable Data into Personal Health Insights using Large Language Model Agents

Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei, Geza Kovacs, Javier Perez, Yun Liu, Erik Schenck, Nova Hammerquist, Jake Sunshine, Shyam Tailor, Kumar Ayush, Hao-Wei Su, Qian He, Cory Y. McLean, Mark Malhotra, Shwetak Patel, Jiening Zhan, Tim Althoff, Daniel McDuff, Xin Liu

机构 * Google Research（谷歌研究）

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

Comments 53 pages, 7 main figures, 2 main tables, accepted to Nature Communications

2509.06885 2025-09-09 cs.CV cs.AI 57%

Barlow-Swin: Toward a novel siamese-based segmentation architecture using Swin-Transformers

Morteza Kiani Haftlang, Mohammadhossein Malmir, Foroutan Parand, Umberto Michelucci, Safouane El Ghazouali

机构 * HSLU, Lucerne University of Applied Sciences and Arts（卢塞恩应用科学与艺术大学）； Technical University of Munich（慕尼黑技术大学）； University College London (UCL)（伦敦大学学院）； TOELT LLC AI lab（TOELT LLC人工智能实验室）

专题命中代码评测：repository(abstract)；分类 cs.AI

2509.06024 2025-09-09 cs.AI 57%

Rethinking Reasoning Quality in Large Language Models through Enhanced Chain-of-Thought via RL

Haoyang He, Zihua Rong, Kun Ji, Chenyang Li, Qing Huang, Chong Xia, Lan Yang, Honggang Zhang

机构 * Beijing University of Posts and Telecommunications（北京邮电大学）

专题命中代码评测：repository(abstract)；分类 cs.AI

2509.05980 2025-09-09 cs.SE 79%

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion

Xingliang Wang, Baoyi Wang, Chen Zhi, Junxiao Han, Xinkui Zhao, Jianwei Yin, Shuiguang Deng

专题命中仓库级理解：repository(title,abstract)；分类 cs.SE

2509.02499 2025-09-09 cs.CL cs.AI 62%

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds

Junxi Wu, Jinpeng Wang, Zheng Liu, Bin Chen, Dongjian Hu, Hao Wu, Shu-Tao Xia

机构 * Nankai University（南开大学）； Tsinghua University（清华大学）； Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳））； Peng Cheng Laboratory（鹏城实验室）； Shenzhen ShenNong Information Technology Co., Ltd.（深圳深农信息技术有限公司）

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

Comments EMNLP 2025

2509.06675 2025-09-09 cs.CL 57%

ParCzech4Speech: A New Speech Corpus Derived from Czech Parliamentary Data

Vladislav Stankov, Matyáš Kopp, Ondřej Bojar

机构 * Charles University, Faculty of Mathematics and Physics（查尔斯大学数学与物理系）； Institute of Formal and Applied Linguistics (ÚFAL)（形式与应用语言学研究所）

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

Journal ref In: Proceedings of the 28th International Conference on Text, Speech, and Dialogue (TSD 2025), pp.299-308

2508.19153 2025-09-09 cs.RO cs.AI cs.CV cs.SY eess.IV eess.SY 57%

QuadKAN: KAN-Enhanced Quadruped Motion Control via End-to-End Reinforcement Learning

Yinuo Wang, Gavin Tao

机构 * Allen Wang Gavin Tao

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

Comments 14pages, 9 figures, Journal paper

2409.18333 2025-09-09 q-bio.NC cs.LG 57%

A Framework for Standardizing Similarity Measures in a Rapidly Evolving Field

Nathan Cloos, Guangyu Robert Yang, Christopher J. Cueva

机构 * MIT（麻省理工学院）

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

Comments 11 pages, 9 figures

2407.04180 2025-09-09 cs.CV 50%

Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing

Anushrut Jignasu, Kelly O. Marshall, Ankush Kumar Mishra, Lucas Nerone Rillo, Baskar Ganapathysubramanian, Aditya Balu, Chinmay Hegde, Adarsh Krishnamurthy

机构 * Iowa State University（爱荷华州立大学）； New York University（纽约大学）

专题命中仓库级理解：repository(abstract)

Comments Accepted to NeurIPS 2024. For codebase, see https://github.com/idealab-isu/Slice-100K

1. 代码生成 8 篇

Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming

Aligning Requirement for Large Language Model's Code Generation

Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles

MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support

Analyzing the Instability of Large Language Models in Automated Bug Injection and Correction

X-SQL: Expert Schema Linking and Understanding of Text-to-SQL with Multi-LLMs

GameGPT: Multi-agent Collaborative Framework for Game Development

2. 程序修复 1 篇

RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models

3. 代码评测 4 篇

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation

Transforming Wearable Data into Personal Health Insights using Large Language Model Agents

Barlow-Swin: Toward a novel siamese-based segmentation architecture using Swin-Transformers

Rethinking Reasoning Quality in Large Language Models through Enhanced Chain-of-Thought via RL

4. 仓库级理解 6 篇

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds

ParCzech4Speech: A New Speech Corpus Derived from Czech Parliamentary Data

QuadKAN: KAN-Enhanced Quadruped Motion Control via End-to-End Reinforcement Learning

A Framework for Standardizing Similarity Measures in a Rapidly Evolving Field

Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing