代码大模型 / AI 编程

Growing with Your Embodied Agent: A Human-in-the-Loop Lifelong Code Generation Framework for Long-Horizon Manipulation Skills

Yuan Meng, Zhenguo Sun, Max Fest, Xukun Li, Zhenshan Bing, Alois Knoll

专题命中 代码生成 ：code generation(title,abstract)

Comments update fig 1, typo correction - v2

Verification Limits Code LLM Training

Srishti Gureja, Elena Tommasone, Jingyi He, Sara Hooker, Matthias Gallé, Marzieh Fadaee

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

Dual-Language General-Purpose Self-Hosted Visual Language and new Textual Programming Language for Applications

Mahmoud Samir Fayed

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

Comments PhD thesis

ZERA: Zero-init Instruction Evolving Refinement Agent -- From Zero Instructions to Structured Prompts via Principle-based Optimization

Seungyoun Yi, Minsoo Khang, Sungrae Park

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

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

Comments 9 pages, 4 figures. To appear in EMNLP 2025 Main Conference (Oral Presentation)

When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following

Keno Harada, Yudai Yamazaki, Masachika Taniguchi, Edison Marrese-Taylor, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

机构 * The University of Tokyo（东京大学） ； Kyoto University（京都大学） ； University of the Ryukyus（冲绳大学） 纠错

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

Comments Accepted to EMNLP2025

Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning

Yinjie Wang, Ling Yang, Ye Tian, Ke Shen, Mengdi Wang

机构 * University of Chicago（芝加哥大学） ； Princeton University（普林斯顿大学） ； Peking University（北京大学） ； ByteDance Seed（字节跳动种子） 纠错

专题命中 测试生成 ：code generation(abstract)；unit test generation(abstract)；分类 cs.CL

Comments NeurIPS 2025 Spotlight. Project: https://github.com/Gen-Verse/CURE

A Compound Classification System Based on Fuzzy Relations Applied to the Noise-Tolerant Control of a Bionic Hand via EMG Signal Recognition

Pawel Trajdos, Marek Kurzynski

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

Linear Standard Model extensions in the SMEFT at one loop and Tera-Z

John Gargalionis, Jérémie Quevillon, Pham Ngoc Hoa Vuong, Tevong You

专题命中 仓库级理解 ：repository(abstract)

Comments 32 pages, 10 tables, 4 figures. v2: Corrected missing tree contribution to tree+RGE bar chart plots; version published in JHEP