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cs.SE2026
Diversity-Guided Search-Based Testing of Large Language Model Applications
Lev Sorokin, Ivan Vasilev, Ken E. Friedl +1
Large Language Model (LLM)-based applications are increasingly deployed across domains including customer service, education, and mobility. These systems are prone to inaccurate, f…
cs.SE2026
STELLAR: A Search-Based Testing Framework for Large Language Model Applications
Lev Sorokin, Ivan Vasilev, Ken E. Friedl +1
Large Language Model (LLM)-based applications are increasingly deployed across various domains, including customer service, education, and mobility. However, these systems are pron…