代码大模型 / AI 编程

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation

Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng

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

SHERPA: A Model-Driven Framework for Large Language Model Execution

Boqi Chen, Kua Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró, Amir Feizpour

机构 * Electrical and Computer Engineering, McGill University, Canada（麦吉尔大学电气与计算机工程系） ； Department of Computer Science and Systems, University of Murcia, Spain（穆尔西亚大学计算机科学与系统系） ； Aggregate Intellect Inc., Canada（聚合智力公司） 纠错

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

Comments MODELS 2025

Entropy-Guided Loop: Achieving Reasoning through Uncertainty-Aware Generation

Andrew G. A. Correa, Ana C. H de Matos

机构 * Monostate（莫诺态） 纠错

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

Comments 9 pages, 2 figures, 4 tables

Re-evaluating LLM-based Heuristic Search: A Case Study on the 3D Packing Problem

Guorui Quan, Mingfei Sun, Manuel López-Ibáñez

机构 * The University of Manchester（曼彻斯特大学） ； University of Manchester（曼彻斯特大学） ； Department of Computer Science（计算机科学系） ； Alliance Manchester Business School（曼彻斯特商业联盟学院） 纠错

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

RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis

Jianwei Wang, Chengming Shi, Junyao Yang, Haoran Li, Qianli Ma, Huiping Zhuang, Cen Chen, Ziqian Zeng

机构 * South China University of Technology（华南理工大学） 纠错

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

Comments Accepted by EMNLP2025 Main

Spinning Effective-to-Backwards One Body ($\texttt{SEBOB}$): combining Effective One-Body inspirals and Backwards One-Body merger-ringdowns for aligned spin black hole binaries

Siddharth Mahesh, Sean T. McWilliams, Zachariah Etienne

专题命中 代码生成 ：code generation(abstract)

Comments 17 pages, 9 figures