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Giuliano Ricardo Rasper

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#small language model Book Open access Oct 2026

Can Open-Weight LLMs Predict Test Outcomes from Traces? A Cross-Subject Boundary Study on Tests4Py

Determining whether a test execution should pass or fail remains a core obstacle to end-to-end test automation. Recent work has focused mainly on generating assertions from source context, leav- ing open how much pass/fail signal can be recovered directly from runtime behavior, especially under subject transfer. We pre...

Giuliano Ricardo Rasper, T. Mammadov, Marius Smytzek et al. · 0 citations

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