代码大模型 / AI 编程

YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs

Cyrus Zhou, Zack Hassman, Ruize Xu, Dhirpal Shah, Vaugnn Richard, Yanjing Li

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

LLM-based Control Code Generation using Image Recognition

Heiko Koziolek, Anne Koziolek

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

Comments 8 pages, 8 figures

A Neurodiversity-Inspired Solver for the Abstraction \& Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis

James Ainooson, Deepayan Sanyal, Joel P. Michelson, Yuan Yang, Maithilee Kunda

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

Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation

Yingwei Ma, Yue Yu, Shanshan Li, Yu Jiang, Yong Guo, Yuanliang Zhang, Yutao Xie, Xiangke Liao

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

Comments There may be calculation errors in Table 4 of the paper. We need time to verify and supplement, so the manuscript needs to be withdrawn. Thanks!

Evaluating the Code Quality of AI-Assisted Code Generation Tools: An Empirical Study on GitHub Copilot, Amazon CodeWhisperer, and ChatGPT

Burak Yetiştiren, Işık Özsoy, Miray Ayerdem, Eray Tüzün

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

ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification

Fangwen Mu, Lin Shi, Song Wang, Zhuohao Yu, Binquan Zhang, Chenxue Wang, Shichao Liu, Qing Wang

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

Toward Trustworthy Neural Program Synthesis

Darren Key, Wen-Ding Li, Kevin Ellis

专题命中 代码生成 ：program synthesis(title)；分类 cs.SE、cs.AI、cs.LG

Comments 9 pages, 8 figures

Program Synthesis with Best-First Bottom-Up Search

Saqib Ameen, Levi H. S. Lelis

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

Comments Published at the Journal of Artificial Intelligence Research (JAIR)

From Misuse to Mastery: Enhancing Code Generation with Knowledge-Driven AI Chaining

Xiaoxue Ren, Xinyuan Ye, Dehai Zhao, Zhenchang Xing, Xiaohu Yang

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

Comments Accepted by 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023)

ToolCoder: Teach Code Generation Models to use API search tools

Kechi Zhang, Huangzhao Zhang, Ge Li, Jia Li, Zhuo Li, Zhi Jin

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

SkCoder: A Sketch-based Approach for Automatic Code Generation

Jia Li, Yongmin Li, Ge Li, Zhi Jin, Yiyang Hao, Xing Hu

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

Comments Accepted by the 45th IEEE/ACM International Conference on Software Engineering (ICSE 2023)

COCO: Testing Code Generation Systems via Concretized Instructions

Ming Yan, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang, Mark Harman

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

A Syntax-Guided Multi-Task Learning Approach for Turducken-Style Code Generation

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Yiran Xu, Tingting Han, Taolue Chen

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

Comments Accepted in Empirical Software Engineering

How Important are Good Method Names in Neural Code Generation? A Model Robustness Perspective

Guang Yang, Yu Zhou, Wenhua Yang, Tao Yue, Xiang Chen, Taolue Chen

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

Comments UNDER REVIEW

Private-Library-Oriented Code Generation with Large Language Models

Daoguang Zan, Bei Chen, Yongshun Gong, Junzhi Cao, Fengji Zhang, Bingchao Wu, Bei Guan, Yilong Yin, Yongji Wang

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

Knowledge-Driven Robot Program Synthesis from Human VR Demonstrations

Benjamin Alt, Franklin Kenghagho Kenfack, Andrei Haidu, Darko Katic, Rainer Jäkel, Michael Beetz

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

Comments 10 pages, 11 figures, accepted at the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR2023, https://kr.org/KR2023)

A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text

Jessica López Espejel, Mahaman Sanoussi Yahaya Alassan, El Mehdi Chouham, Walid Dahhane, El Hassane Ettifouri

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

Comments Published at Elsevier's Natural Language Processing Journal

Journal ref Natural Language Processing Journal, Volume 3, 2023, 100013, ISSN 2949-7191

Modular Visual Question Answering via Code Generation

Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein

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

Comments ACL 2023

Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism

Edward Pantridge, Thomas Helmuth

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

Comments 9 pages, 5 figures, to be published in proceedings of GECCO 2023

Explicit Knowledge Transfer for Weakly-Supervised Code Generation

Zhangir Azerbayev, Ansong Ni, Hailey Schoelkopf, Dragomir Radev

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

Comments Updated on Jun 7. 2023 with ICLR workshop header

Python Code Generation by Asking Clarification Questions

Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych

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

Comments 9 pages (excluding Limitations and Ethics Concerns)

Code4Struct: Code Generation for Few-Shot Event Structure Prediction

Xingyao Wang, Sha Li, Heng Ji

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

Comments ACL 2023

Uncovering and Quantifying Social Biases in Code Generation

Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho

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

Improving ChatGPT Prompt for Code Generation

Chao Liu, Xuanlin Bao, Hongyu Zhang, Neng Zhang, Haibo Hu, Xiaohong Zhang, Meng Yan

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

Comments 12 pages, 1 figure

Inductive Program Synthesis via Iterative Forward-Backward Abstract Interpretation

Yongho Yoon, Woosuk Lee, Kwangkeun Yi

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

Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes

Marlon Löppenberg, Andreas Schwung

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

Comments Submitted to INDIN 2023

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis

Giovanni De Toni, Bruno Lepri, Andrea Passerini

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

Programming by Example and Text-to-Code Translation for Conversational Code Generation

Eli Whitehouse, William Gerard, Yauhen Klimovich, Marc Franco-Salvador

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

Comments 13 pages, 2 figures, conference preprint

Formally Verified Native Code Generation in an Effectful JIT -- or: Turning the CompCert Backend into a Formally Verified JIT Compiler

Aurèle Barrière, Sandrine Blazy, David Pichardie

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

Comments Proceedings of the ACM on Programming Languages, 2023

Towards Porting Operating Systems with Program Synthesis

Jingmei Hu, Eric Lu, David A. Holland, Ming Kawaguchi, Stephen Chong, Margo I. Seltzer

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

Comments ACM Transactions on Programming Languages and Systems. Accepted on August 2022