On the Robustness of Code Generation Techniques: An Empirical Study on GitHub Copilot
Author:
Affiliation:
1. SEART @ Software Institute, Università della Svizzera italiana (USI),Switzerland
2. University of Molise,STAKE Lab,Italy
Funder
European Research Council (ERC)
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10172484/10172342/10172792.pdf?arnumber=10172792
Reference67 articles.
1. Cognitive Complexity — An Overview and Evaluation;campbell;Proceedings of the 2018 International Conference on Technical Debt - TechDebt '18,2018
2. Generating accurate assert statements for unit test cases using pretrained transformers;tufano;CoRR,2020
3. Learning from examples to improve code completion systems
4. On the localness of software
5. An Empirical Study on the Usage of Transformer Models for Code Completion
Cited by 30 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Variability Management for Large Language Model Tasks: Practical Insights from an Industrial Application;28th ACM International Systems and Software Product Line Conference;2024-09-02
2. Towards Integrating Emerging AI Applications in SE Education;2024 36th International Conference on Software Engineering Education and Training (CSEE&T);2024-07-29
3. An Empirical Study on Code Search Pre-trained Models: Academic Progresses vs. Industry Requirements;Proceedings of the 15th Asia-Pacific Symposium on Internetware;2024-07-24
4. Let’s Discover More API Relations: A Large Language Model-based AI Chain for Unsupervised API Relation Inference;ACM Transactions on Software Engineering and Methodology;2024-07-23
5. Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials;Proceedings of the ACM on Software Engineering;2024-07-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3