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cs.SE2026
From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs
Tiancheng Ma, Nasir U. Eisty
The oracle problem (determining the correct expected outcome for a test) remains a major bottleneck in automated testing, and is increasingly relevant as non-experts rely on AI-gen…
cs.SE2026
Applications of Causality in Software Testing: A Rapid Review
Tiancheng Ma, Nasir U. Eisty
Causal inference offers a principled framework for understanding how interventions influence software behavior, yet its adoption in software testing remains fragmented across diffe…