Version-to-version metamorphic testing can surface NLP classifier regressions — 16 found, 11 release-blocking — that aggregate accuracy metrics mask.
Automating behavioral testing in machine translation,
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Alteron: A Tool for Behavioral Regression Testing Across NLP Classifier Versions
Version-to-version metamorphic testing can surface NLP classifier regressions — 16 found, 11 release-blocking — that aggregate accuracy metrics mask.