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MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems
This is largely due to the oracle problem in multi-turn testing, which continues to pose a significant challenge for dialogue system developers and researchers.
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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