Jul 19, 2019 · We introduce structure-invariant testing (SIT), a novel metamorphic testing approach for validating machine translation software.
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Oct 1, 2020 · We introduce structure-invariant testing (SIT), a novel metamorphic testing approach for validating machine translation software.
To enhance the reliability of machine translation software, this paper introduces a general validation approach called structure-invariant testing, which ...
To enhance the reliability of machine translation software, this paper introduces a general validation approach called structure-invariant testing, which ...
Nov 23, 2023 · SIT is a method for detecting robustness problems in machine translation software systems. This method utilizes a metamorphosis relation in a ...
Structure-Invariant Testing for Machine Translation [ICSE'20]. 16 stars 0 forks Branches Tags Activity.
To tackle this challenge, we introduce structure-invariant testing (SIT), a novel, widely applicable metamorphic testing methodology for validating machine ...
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Jul 19, 2019 · SIT is designed to leverage this insight to test any machine translation system with unlabeled sentences; it specifically targets ...
Jul 5, 2020 · Structure-Invariant Testing for Machine Translation ; Automatic Testing and Improvement of Machine Translation. ICSE · 181 views ; Pacific Goguryeo ...
2018. Synthetic and Natural Noise Both Break Neural Machine Translation. In Proceedings of the 6th International Conference on Learning Representations (ICLR).