Automated Unit Test Improvement using Large Language Models at Meta

Author:

Alshahwan Nadia1ORCID,Chheda Jubin1ORCID,Finogenova Anastasia1ORCID,Gokkaya Beliz1ORCID,Harman Mark2ORCID,Harper Inna1ORCID,Marginean Alexandru1ORCID,Sengupta Shubho1ORCID,Wang Eddy1ORCID

Affiliation:

1. Meta Platforms, Menlo Park, USA

2. Meta Platforms, Menlo Park, USA / University College London, London, United Kingdom

Publisher

ACM

Reference52 articles.

1. Adomavicius and Tuzhilin. 2005. Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions. IEEE Transactions on Knowledge and Data Engineering, 17 (2005).

2. Testing Web Enabled Simulation at Scale Using Metamorphic Testing

3. Toufique Ahmed, Kunal Suresh Pai, Premkumar Devanbu, and Earl T. Barr. 2023. Improving Few-Shot Prompts with Relevant Static Analysis Products. arXiv:2304.06815

4. Nadia Alshahwan, Xinbo Gao, Mark Harman, Yue Jia, Ke Mao, Alexander Mols, Taijin Tei, and Ilya Zorin. 2018. Deploying Search Based Software Engineering with Sapienz at Facebook (keynote paper). In 10^th International Symposium on Search Based Software Engineering (SSBSE 2018). Montpellier, France. 3–45. Springer LNCS 11036

5. Nadia Alshahwan, Mark Harman, and Alexandru Marginean. 2023. Software Testing Research Challenges: An Industrial Perspective. In 2023 IEEE Conference on Software Testing, Verification and Validation (ICST 2023). 1–10.

Cited by 3 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. Towards LLM-Assisted System Testing for Microservices;2024 IEEE 44th International Conference on Distributed Computing Systems Workshops (ICDCSW);2024-07-23

2. AutoTest: Evolutionary Code Solution Selection with Test Cases;2024 IEEE 11th International Conference on Cyber Security and Cloud Computing (CSCloud);2024-06-28

3. Test Code Generation for Telecom Software Systems Using Two-Stage Generative Model;2024 IEEE International Conference on Communications Workshops (ICC Workshops);2024-06-09

同舟云学术

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