代码大模型 / AI 编程

CodeAlignBench: Assessing Code Generation Models on Developer-Preferred Code Adjustments

Forough Mehralian, Ryan Shar, James R. Rae, Alireza Hashemi

机构 * Apple Inc.（苹果公司） 纠错

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

(How) Do Language Models Track State?

Belinda Z. Li, Zifan Carl Guo, Jacob Andreas

机构 * MIT EECS（麻省理工学院电子工程与计算机科学系） 纠错

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

Comments 21 pages, 17 figures, 1 table. Code: http://github.com/belindal/state-tracking

KAT-Coder Technical Report

Zizheng Zhan, Ken Deng, Jinghui Wang, Xiaojiang Zhang, Huaixi Tang, Minglei Zhang, Zhiyi Lai, Haoyang Huang, Wen Xiang, Kun Wu, Wenhao Zhuang, Shaojie Wang, Shangpeng Yan, Kepeng Lei, Zongxian Feng, Huiming Wang, Zheng Lin, Mengtong Li, Mengfei Xie, Yinghan Cui, Xuxing Chen, Chao Wang, Weihao Li, Wenqiang Zhu, Jiarong Zhang, Jingxuan Xu, Songwei Yu, Yifan Yao, Xinping Lei, C. Zhang, Han Li, Junqi Xiong, Zuchen Gao, Dailin Li, Haimo Li, Jiaheng Liu, Yuqun Zhang, Junyi Peng, Haotian Zhang, Bin Chen

机构 * Kwaipilot Team（Kwaipilot 团队） 纠错

专题命中 软件智能体 ：code model(abstract)；coding agent(abstract)；分类 cs.CL

Towards a Measure of Algorithm Similarity

Shairoz Sohail, Taher Ali

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

Comments 11 pages, many figures and images

Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models

Zemin Huang, Zhiyang Chen, Zijun Wang, Tiancheng Li, Guo-Jun Qi

机构 * Zhejiang Univeristy（浙江大学） ； MAPLE Lab, Westlake University（西湖大学MAPLE实验室） ； Matterwave Intelligence ； Institute of Advanced Technology, Westlake Institute for Advanced Study（西湖研究所以高级技术研究所） 纠错

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

Comments Accepted to NeurIPS 2025. Code link: https://github.com/maple-research-lab/LLaDOU