2 papers
cs.SE2026
LLMs taking shortcuts in test generation: A study with SAP HANA and LevelDB
Vekil Bekmyradov, Noah C. Pütz, Thomas Bartz-Beielstein
Large Language Models (LLMs) have achieved impressive results on public benchmarks, often leading to claims of advanced reasoning and understanding. However, recent research in cog…
cs.SE2026
Can We Classify Flaky Tests Using Only Test Code? An LLM-Based Empirical Study
Alexander Berndt, Vekil Bekmyradov, Rainer Gemulla +3
Flaky tests yield inconsistent results when they are repeatedly executed on the same code revision. They interfere with automated quality assurance of code changes and hinder effic…