代码大模型 / AI 编程

When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention

Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

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

Comments To appear at ISSTA 2024

Classification-Based Automatic HDL Code Generation Using LLMs

Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann

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

AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs

Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo

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

Beyond Code Generation: Assessing Code LLM Maturity with Postconditions

Fusen He, Juan Zhai, Minxue Pan

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

Uncovering Weaknesses in Neural Code Generation

Xiaoli Lian, Shuaisong Wang, Jieping Ma, Fang Liu, Xin Tan, Li Zhang, Lin Shi, Cuiyun Gao

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

Assessing Code Generation with Intermediate Languages

Xun Deng, Sicheng Zhong, Honghua Dong, Jingyu Hu, Sidi Mohamed Beillahi, Xujie Si, Fan Long

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

Who Wrote this Code? Watermarking for Code Generation

Taehyun Lee, Seokhee Hong, Jaewoo Ahn, Ilgee Hong, Hwaran Lee, Sangdoo Yun, Jamin Shin, Gunhee Kim

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

Comments To be presented at ACL 2024

Brevity is the soul of wit: Pruning long files for code generation

Aaditya K. Singh, Yu Yang, Kushal Tirumala, Mostafa Elhoushi, Ari S. Morcos

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

Comments 15 pages, 5 figures

Applying RLAIF for Code Generation with API-usage in Lightweight LLMs

Sujan Dutta, Sayantan Mahinder, Raviteja Anantha, Bortik Bandyopadhyay

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

Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs

Lei Zhang, Yunshui Li, Jiaming Li, Xiaobo Xia, Jiaxi Yang, Run Luo, Minzheng Wang, Longze Chen, Junhao Liu, Min Yang

专题命中 代码生成 ：repository(title,abstract)；分类 cs.CL

De-Hallucinator: Mitigating LLM Hallucinations in Code Generation Tasks via Iterative Grounding

Aryaz Eghbali, Michael Pradel

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

STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis

Junwei Liu, Yixuan Chen, Mingwei Liu, Xin Peng, Yiling Lou

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

Comments 12 pages, 5 figures

Integrated Modeling, Verification, and Code Generation for Unmanned Aerial Systems

Jianyu Zhang, Long Zhang, Yixuan Wu, Linru Ma, Feng Yang

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

AICoderEval: Improving AI Domain Code Generation of Large Language Models

Yinghui Xia, Yuyan Chen, Tianyu Shi, Jun Wang, Jinsong Yang

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

Going Bananas! - Unfolding Program Synthesis with Origami

Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini

专题命中 代码生成 ：program synthesis(title,abstract)；分类 cs.PL

AnalogCoder: Analog Circuit Design via Training-Free Code Generation

Yao Lai, Sungyoung Lee, Guojin Chen, Souradip Poddar, Mengkang Hu, David Z. Pan, Ping Luo

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

Investigating and Designing for Trust in AI-powered Code Generation Tools

Ruotong Wang, Ruijia Cheng, Denae Ford, Thomas Zimmermann

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

Comments accepted to FAccT 2024

Program Synthesis is $Σ_3^0$-Complete

Jinwoo Kim

专题命中 代码生成 ：program synthesis(title,abstract)；分类 cs.PL

Guiding Enumerative Program Synthesis with Large Language Models

Yixuan Li, Julian Parsert, Elizabeth Polgreen

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

Comments Accepted at CAV 2024

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Dong Huang, Jie M. Zhang, Michael Luck, Qingwen Bu, Yuhao Qing, Heming Cui

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

Comments 24 pages, 12 figures

Beyond Code Generation: An Observational Study of ChatGPT Usage in Software Engineering Practice

Ranim Khojah, Mazen Mohamad, Philipp Leitner, Francisco Gomes de Oliveira Neto

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

Comments Accepted at the ACM International Conference on the Foundations of Software Engineering (FSE) 2024

Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches

Chen Zhu-Tian, Zeyu Xiong, Xiaoshuo Yao, Elena Glassman

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

Comments 4 pages

Prototype2Code: End-to-end Front-end Code Generation from UI Design Prototypes

Shuhong Xiao, Yunnong Chen, Jiazhi Li, Liuqing Chen, Lingyun Sun, Tingting Zhou

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

Comments 11 pages, 6 figures

Codexity: Secure AI-assisted Code Generation

Sung Yong Kim, Zhiyu Fan, Yannic Noller, Abhik Roychoudhury

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

Deep Learning Based Code Generation Methods: Literature Review

Zezhou Yang, Sirong Chen, Cuiyun Gao, Zhenhao Li, Ge Li, Michael Lyu

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

Comments in Chinese language

Journal ref Ruan Jian Xue Bao/Journal of Software (in Chinese), 2024 . http://www.jos.org.cn/1000-9825/6981.htm

CreativEval: Evaluating Creativity of LLM-Based Hardware Code Generation

Matthew DeLorenzo, Vasudev Gohil, Jeyavijayan Rajendran

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

No Need to Lift a Finger Anymore? Assessing the Quality of Code Generation by ChatGPT

Zhijie Liu, Yutian Tang, Xiapu Luo, Yuming Zhou, Liang Feng Zhang

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

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective

Yijie Chen, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

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

Comments The code is publicly available at https://github.com/pppa2019/Mango

Evaluating In-Context Learning of Libraries for Code Generation

Arkil Patel, Siva Reddy, Dzmitry Bahdanau, Pradeep Dasigi

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

Comments NAACL 2024

Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs

Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin

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

Comments Accepted for LREC-COLING 2024