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Found 4 papers, 1 papers with code
Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing
We show that ChatGPT can be used to generate new correct MRs to test several software systems.
Using Metamorphic Relations to Verify and Enhance Artcode Classification
An approach to software testing that alleviates the oracle problem is metamorphic testing (MT).
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing
MetaVQA checks whether the answer to (i, q) satisfies metamorphic relationships (MRs), denoting perception consistency, with the composed answers of transformed questions and images.
Use of Metamorphic Relations as Knowledge Carriers to Train Deep Neural Networks
Based on the concept of metamorphic testing and MRs (which play the role of a test oracle in software testing), we make use of the notion of metamorphic group of inputs as concrete instances of MRs (which are abstractions of knowledge) to train a DNN in a systematic and effective manner.
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