代码大模型 / AI 编程

Boosting Chart-to-Code Generation in MLLM via Dual Preference-Guided Refinement

Zhihan Zhang, Yixin Cao, Lizi Liao

机构 * Singapore Management University（新加坡国立管理学院） ； Fudan University（复旦大学） 纠错

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

Comments Accepted by ACM MM 2025

Measuring LLM Code Generation Stability via Structural Entropy

Yewei Song, Tiezhu Sun, Xunzhu Tang, Prateek Rajput, Tegawende F. Bissyande, Jacques Klein

机构 * The Interdisciplinary Centre for Security, Reliability and Trust University of Luxembourg（安全、可靠与信任跨学科研究中心卢森堡大学） 纠错

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

Comments ASE-NIER

Gradual Metaprogramming

Tianyu Chen, Darshal Shetty, Jeremy G. Siek, Chao-Hong Chen, Weixi Ma, Arnaud Venet, Rocky Liu

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

Comments 14 pages, 10 figures

Assessing the Quality and Security of AI-Generated Code: A Quantitative Analysis

Abbas Sabra, Olivier Schmitt, Joseph Tyler

机构 * Sonar 纠错

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

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li

机构 * Salesforce AI Research（Salesforce人工智能研究） 纠错

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

Comments Website: https://mcp-universe.github.io

Systematic FAIRness Assessment of Open Voice Biomarker Datasets for Mental Health and Neurodegenerative Diseases

Ishaan Mahapatra, Nihar R. Mahapatra

机构 * Haslett High School, Haslett, MI, USA Electrical \& Computer Eng., Michigan State University, East Lansing, MI, USA 纠错

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

Comments To appear in the Proceedings of the 28th International Conference on Text, Speech and Dialogue (TSD 2025), Erlangen, Germany, August 25-28, 2025

Action Engine: Automatic Workflow Generation in FaaS

Akiharu Esashi, Pawissanutt Lertpongrujikorn, Shinji Kato, Mohsen Amini Salehi

机构 * University of North Texas (UNT)（北卡罗来纳州立大学） 纠错

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

Comments Published in the Future Generation Computer Systems (FGCS) journal; Source code is available at: https://github.com/hpcclab/action_engine

Static Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness

Scott Blyth, Sherlock A. Licorish, Christoph Treude, Markus Wagner

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.SE