Search Results for author: Neelofar Neelofar

Found 2 papers, 0 papers with code

MORTAR: Metamorphic Multi-turn Testing for LLM-based Dialogue Systems

no code implementations20 Dec 2024 Guoxiang Guo, Aldeida Aleti, Neelofar Neelofar, Chakkrit Tantithamthavorn

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

no code implementations30 Oct 2024 Lam Nguyen Tung, Steven Cho, Xiaoning Du, Neelofar Neelofar, Valerio Terragni, Stefano Ruberto, Aldeida Aleti

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.

Adversarial Attack Chatbot +4

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