Mark Harman
- Automated Unit Test Improvement using Large Language Models at Meta
2024/02/14 by Nadia Alshahwan, Jubin Chheda, Alshahwan, Nadia +16 · 6 voices · 32 citations
Computer Science · #Software Testing and Debugging Techniques #Topic Modeling #Natural Language Processing Techniques
- The Oracle Problem in Software Testing: A Survey
2014/11/20 by Earl T. Barr, Mark Harman, Phil McMinn +2 · 35 citations
Computer Science · #Software Testing and Debugging Techniques #Software Reliability and Analysis Research #Software Engineering Research
- Large Language Models for Software Engineering: Survey and Open Problems
2023/10/05 by Angela Fan, Fan, Angela, Beliz Gokkaya +11 · 42 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- Machine Learning Testing: Survey, Landscapes and Horizons
2020/02/18 by Jie M. Zhang, Mark Harman, Lei Ma +1 · 32 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
- An orchestrated survey of methodologies for automated software test case generation
2013/04/18 by Saswat Anand, Edmund Burke, Edmund K. Burke +11 · 9 citations
Computer Science · #Software Testing and Debugging Techniques #Software Reliability and Analysis Research #Software Engineering Research
- An Empirical Study of the Non-Determinism of ChatGPT in Code Generation
2024/09/26 by Shuyin Ouyang, Jie M. Zhang, Mark Harman +1 · 24 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning and Algorithms #Topic Modeling
- Large Language Models in Fault Localisation
2023/08/29 by Yonghao Wu, Wu, Yonghao, Zheng Li +9 · 10 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Automatic Testing and Improvement of Machine Translation
2019/10/07 by Zeyu Sun, Sun, Zeyu, Jie M. Zhang +7 · 3 citations
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Natural Language Processing Techniques
- Investigating the relationship between price, rating, and popularity in the Blackberry World App Store
2017/07/01 by Anthony Finkelstein, Mark Harman, Yue Jia +3 · 2 citations
- Search-based software engineering
2001/12/01 by Mark Harman, Bryan F Jones · 1 citation
- Observation-based unit test generation at Meta
2024/02/09 by Nadia Alshahwan, Alshahwan, Nadia, Mark Harman +7 · 2 citations
Engineering · #Engineering and Test Systems #FOS: Computer and information sciences #Real-time simulation and control systems #Software Engineering (cs.SE)
- Measuring the Influence of Incorrect Code on Test Generation
2024/09/14 by Dong Huang, Huang, Dong, Jie M. Zhang +7 · 2 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Software Testing and Debugging Techniques