代码大模型 / AI 编程 - arXivDaily 专题

2408.03095 2025-04-01 cs.SE 57%

TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration

Siqi Gu, Quanjun Zhang, Kecheng Li, Chunrong Fang, Fangyuan Tian, Liuchuan Zhu, Jianyi Zhou, Zhenyu Chen

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

2503.14713 2025-03-20 cs.SE 57%

TestForge: Feedback-Driven, Agentic Test Suite Generation

Kush Jain, Claire Le Goues

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

2409.16701 2025-02-12 cs.SE 57%

Vulnerability-Triggering Test Case Generation from Third-Party Libraries

Yi Gao, Xing Hu, Zirui Chen, Xiaohu Yang

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

Comments Published in 2nd Conference on AI Foundation Models and Software Engineering (FORGE 2025)

2412.19770 2025-02-04 cs.LG 57%

Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration

Le Chen, Bin Lei, Dunzhi Zhou, Pei-Hung Lin, Chunhua Liao, Caiwen Ding, Ali Jannesari

专题命中测试生成：repository(abstract)；分类 cs.LG

2412.01317 2024-12-12 cs.SE 57%

The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep-Learning Libraries

Zhiyuan Li, Jingzheng Wu, Xiang Ling, Tianyue Luo, Zhiqing Rui, Yanjun Wu

专题命中测试生成：code generation(abstract)；分类 cs.SE

Comments This paper has been accepted by 47th International Conference on Software Engineering (ICSE 2025)

2412.00015 2024-12-03 cs.SE 57%

On Rank Aggregating Test Prioritizations

Shouvick Mondal, Tse-Hsun Chen

专题命中测试生成：repository(abstract)；分类 cs.SE

Comments 23 pages, 13 figures, technical report

2407.03625 2024-11-06 cs.SE 57%

Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker

Jun Liu, Jiwei Yan, Yuanyuan Xie, Jun Yan, Jian Zhang

专题命中测试生成：repository(abstract)；分类 cs.SE

Comments to be published in ISSRE 2024

2207.14219 2024-09-04 stat.ML cs.LG 57%

A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting

Martim Sousa, Ana Maria Tomé, José Moreira

专题命中测试生成：repository(abstract)；分类 cs.LG

Comments 34 pages, 8 figures

2407.21429 2024-08-01 cs.SE 57%

Chat-like Asserts Prediction with the Support of Large Language Model

Han Wang, Han Hu, Chunyang Chen, Burak Turhan

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

2305.19860 2024-06-19 cs.IR cs.AI 57%

A Survey on Large Language Models for Recommendation

Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen

专题命中测试生成：repository(abstract)；分类 cs.AI

Comments 34 pages, 7 figures, 2 tables

2401.07696 2024-01-17 cs.SE 57%

Towards Automatic Translation of Machine Learning Visual Insights to Analytical Assertions

Arumoy Shome, Luis Cruz, Arie van Deursen

专题命中测试生成：code model(abstract)；分类 cs.SE

2401.06580 2024-01-15 cs.SE 57%

TestSpark: IntelliJ IDEA's Ultimate Test Generation Companion

Arkadii Sapozhnikov, Mitchell Olsthoorn, Annibale Panichella, Vladimir Kovalenko, Pouria Derakhshanfar

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

2312.06382 2023-12-12 cs.SE cs.CE cs.DL 57%

SciCat: A Curated Dataset of Scientific Software Repositories

Addi Malviya-Thakur, Reed Milewicz, Lavinia Paganini, Ahmed Samir Imam Mahmoud, Audris Mockus

专题命中测试生成：repository(abstract)；分类 cs.SE

2310.06320 2023-10-11 cs.SE 57%

Automatic Generation of Test Cases based on Bug Reports: a Feasibility Study with Large Language Models

Laura Plein, Wendkûuni C. Ouédraogo, Jacques Klein, Tegawendé F. Bissyandé

专题命中测试生成：program repair(abstract)；分类 cs.SE

2308.09547 2023-08-21 cs.SE 57%

Test Code Refactoring Unveiled: Where and How Does It Affect Test Code Quality and Effectiveness?

Luana Martins, Valeria Pontillo, Heitor Costa, Filomena Ferrucci, Fabio Palomba, Ivan Machado

专题命中测试生成：repository(abstract)；分类 cs.SE

Comments 9 pages, 39th IEEE International Conference on Software Maintenance and Evolution (ICSME) - Registered Report

2306.07487 2023-06-14 cs.SE 57%

TRACED: Execution-aware Pre-training for Source Code

Yangruibo Ding, Ben Steenhoek, Kexin Pei, Gail Kaiser, Wei Le, Baishakhi Ray

专题命中测试生成：code model(abstract)；分类 cs.SE

Comments Accepted by ICSE 2024 (Early Cycle). Camera-ready is in preparation

2201.05771 2022-04-21 eess.AS cs.CL cs.SD 57%

KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics

Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol

专题命中测试生成：repository(abstract)；分类 cs.CL

Comments 8 pages, 2 figures, 5 tables, accepted to LREC 2022

2204.08561 2022-04-20 cs.SE 57%

QuSBT: Search-Based Testing of Quantum Programs

Xinyi Wang, Paolo Arcaini, Tao Yue, Shaukat Ali

专题命中测试生成：repository(abstract)；分类 cs.SE

2112.05248 2022-03-23 stat.ML cs.LG stat.AP stat.ME 57%

On the Relation between Prediction and Imputation Accuracy under Missing Covariates

Burim Ramosaj, Justus Tulowietzki, Markus Pauly

专题命中测试生成：repository(abstract)；分类 cs.LG

Comments Includes supplementary material

2203.08527 2022-03-22 cs.CL 57%

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study

David Guriel, Omer Goldman, Reut Tsarfaty

专题命中测试生成：repository(abstract)；分类 cs.CL

Comments ACL 2022

2203.02337 2022-03-07 cs.SE 57%

Basic Block Coverage for Search-based Unit Testing and Crash Reproduction

Pouria Derakhshanfar, Xavier Devroey, Andy Zaidman

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

2111.01777 2022-03-02 cs.RO cs.LG cs.MA cs.SY eess.SY 57%

A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies

Jan Blumenkamp, Steven Morad, Jennifer Gielis, Qingbiao Li, Amanda Prorok

专题命中测试生成：repository(abstract)；分类 cs.LG

Comments Accepted at IEEE ICRA (International Conference on Robotics and Automation) 2022 Final Version (Camera Ready)

2102.11678 2022-01-04 cs.SE 57%

Automating Test Case Identification in Java Open Source Projects on GitHub

Matej Madeja, Jaroslav Porubän, Michaela Bačíková, Matúš Sulír, Ján Juhár, Sergej Chodarev, Filip Gurbáľ

专题命中测试生成：repository(abstract)；分类 cs.SE

Comments 30 pages, accepted in Computing and Informatics Journal - http://www.cai.sk, ISSN 2585-8807

Journal ref Computing and Informatics 40 (2021) 575-605

2108.03100 2021-12-23 cs.AI cs.LO 57%

Reasoning on Multi-Relational Contextual Hierarchies via Answer Set Programming with Algebraic Measures

Loris Bozzato, Thomas Eiter, Rafael Kiesel

专题命中测试生成：repository(abstract)；分类 cs.AI

Comments Paper presented at the 37th International Conference on Logic Programming (ICLP 2021). 32 pages, 17 pages are appendix. (v2 updates: updated acknowledgements, added journal reference and DOI)

Journal ref Theory and Practice of Logic Programming, 21(5):593-609, 2021

2112.01538 2021-12-09 cs.SE 57%

Testing Reactive Systems Using Behavioural Programming, a Model Centric Approach

Yeshayahu Weiss

专题命中测试生成：code model(abstract)；分类 cs.SE

Comments 31 pages, 7 figures

2110.11575 2021-10-25 cs.SE 57%

Methodology for Assessing the State of the Practice for Domain X

Spencer Smith, Jacques Carette, Peter Michalski, Ao Dong, Olu Owojaiye

专题命中测试生成：repository(abstract)；分类 cs.SE

Comments 35 pages, 3 figures

2108.01734 2021-08-05 cs.SE 57%

Tutorials on Testing Neural Networks

Nicolas Berthier, Youcheng Sun, Wei Huang, Yanghao Zhang, Wenjie Ruan, Xiaowei Huang

专题命中测试生成：repository(abstract)；分类 cs.SE

2106.12239 2021-06-24 cs.SE 57%

What makes a good Node.js package? Investigating Users, Contributors, and Runnability

Bodin Chinthanet, Brittany Reid, Christoph Treude, Markus Wagner, Raula Gaikovina Kula, Takashi Ishio, Kenichi Matsumoto

专题命中测试生成：repository(abstract)；分类 cs.SE

Comments Submitted to ACM Transactions on Software Engineering and Methodology (TOSEM)

2105.06838 2021-05-17 cs.SE 57%

Automatically Assessing and Extending Code Coverage for NPM Packages

Haiyang Sun, Andrea Rosà, Daniele Bonetta, Walter Binder

专题命中测试生成：repository(abstract)；分类 cs.SE

2105.04631 2021-05-12 cs.CL 57%

Measuring Economic Policy Uncertainty Using an Unsupervised Word Embedding-based Method

Fatemeh Kaveh-Yazdy, Sajjad Zarifzadeh

专题命中测试生成：repository(abstract)；分类 cs.CL

Comments 21 Pages, 8 Figures, 2 Tables, This article aimed at computing economic policy uncertainty of Iran for the first time using text mining techniques

1. 测试生成 291 篇

TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration

TestForge: Feedback-Driven, Agentic Test Suite Generation

Vulnerability-Triggering Test Case Generation from Third-Party Libraries

Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration

The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep-Learning Libraries

On Rank Aggregating Test Prioritizations

Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker

A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting

Chat-like Asserts Prediction with the Support of Large Language Model

A Survey on Large Language Models for Recommendation

Towards Automatic Translation of Machine Learning Visual Insights to Analytical Assertions

TestSpark: IntelliJ IDEA's Ultimate Test Generation Companion

SciCat: A Curated Dataset of Scientific Software Repositories

Automatic Generation of Test Cases based on Bug Reports: a Feasibility Study with Large Language Models

Test Code Refactoring Unveiled: Where and How Does It Affect Test Code Quality and Effectiveness?

TRACED: Execution-aware Pre-training for Source Code

KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics

QuSBT: Search-Based Testing of Quantum Programs

On the Relation between Prediction and Imputation Accuracy under Missing Covariates

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study

Basic Block Coverage for Search-based Unit Testing and Crash Reproduction

A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies

Automating Test Case Identification in Java Open Source Projects on GitHub

Reasoning on Multi-Relational Contextual Hierarchies via Answer Set Programming with Algebraic Measures

Testing Reactive Systems Using Behavioural Programming, a Model Centric Approach

Methodology for Assessing the State of the Practice for Domain X

Tutorials on Testing Neural Networks

What makes a good Node.js package? Investigating Users, Contributors, and Runnability

Automatically Assessing and Extending Code Coverage for NPM Packages

Measuring Economic Policy Uncertainty Using an Unsupervised Word Embedding-based Method