CAPTURE: Disentangling Preference Drift from Memory Poisoning in Personalized LLM Agents
The results suggest that modeling preference authenticity explicitly can improve both personalization and robustness in memory-augmented LLM agents.
Asif Hossain, Ruksat Khan, Shayoni et al.
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