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MORTAR: Metamorphic Multi-turn Testing for LLM-based Dialogue Systems
In this paper, we propose MORTAR, a MetamORphic multi-TuRn diAlogue testing appRoach, which mitigates the test oracle problem in the assessment of LLM-based dialogue systems.
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers
We compare TOKI with a naive baseline based solely on model confidence and TOKI-guided adversarial attack method with A2T, a SOTA adversarial attack method.
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