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Software Testing With Large Language Models: Survey, Landscape, and Vision [PDF]

open access: yesIEEE Transactions on Software Engineering, 2023
Pre-trained large language models (LLMs) have recently emerged as a breakthrough technology in natural language processing and artificial intelligence, with the ability to handle large-scale datasets and exhibit remarkable performance across a wide range
Junjie Wang   +5 more
semanticscholar   +1 more source

ChatGPT and Software Testing Education: Promises & Perils [PDF]

open access: yesInternational Conference on Software Testing, Verification and Validation Workshops, 2023
Over the past decade, predictive language modeling for code has proven to be a valuable tool for enabling new forms of automation for developers.
Sajed Jalil   +4 more
semanticscholar   +1 more source

Software Testing System Development Based on ISO 29119

open access: yes, 2021
The software testing process is an important method in various fields. Every task in software process must be tested before delivery to the customer. So, in the software field, a testing process is necessary for create application.
Chadatarn Raksawat, Pattama Charoenporn
semanticscholar   +1 more source

Software Testing for Machine Learning [PDF]

open access: yesAAAI Conference on Artificial Intelligence, 2020
Machine learning has become prevalent across a wide variety of applications. Unfortunately, machine learning has also shown to be susceptible to deception, leading to errors, and even fatal failures.
D. Marijan, A. Gotlieb
semanticscholar   +1 more source

Exploring the industry's challenges in software testing: An empirical study

open access: yesJ. Softw. Evol. Process., 2020
Context Software testing is an important and costly software engineering activity in the industry.
V. Garousi   +4 more
semanticscholar   +1 more source

Pragmatic Software Testing Education

open access: yesTechnical Symposium on Computer Science Education, 2019
Software testing is an important topic in software engineering education, and yet highly challenging from an educational perspective: students are required to learn several testing techniques, to be able to distinguish the right technique to apply, to ...
M. Aniche, F. Hermans, A. Deursen
semanticscholar   +1 more source

Comparative Review of the Features of Automated Software Testing Tools

open access: yesInternational Journal of Electrical and Computer Engineering (IJECE), 2019
Software testing is considered to be one of the most important processes in software development for it verifies if the system meets the user requirements and specification. Manual testing and automated testing are two ways of conducting software testing.
Heidilyn V. Gamido, Marlon V. Gamido
semanticscholar   +1 more source

Practitioners' Views on Good Software Testing Practices

open access: yes2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP), 2019
Software testing is an integral part of software development process. Unfortunately, for many projects, bugs are prevalent despite testing effort, and testing continues to cost significant amount of time and resources.
Pavneet Singh Kochhar, Xin Xia, D. Lo
semanticscholar   +1 more source

Test Case Prioritization Using Firefly Algorithm for Software Testing

open access: yesIEEE Access, 2019
Software testing is a vital and complex part of the software development life cycle. Optimization of software testing is still a major challenge, as prioritization of test cases remains unsatisfactory in terms of Average Percentage of Faults Detected ...
Muhammad Khatibsyarbini   +4 more
semanticscholar   +1 more source

Review Paper on Various Software Testing Techniques & Strategies

open access: yesGlobal Journal of Computer Science and Technology, 2019
Software testing is the process of running an application with the intent of finding software bugs (errors or other defects). Software applications demand has pushed the quality assurance of developed software towards new heights.
Nahid Anwar, Susmita Kar
semanticscholar   +1 more source

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