Synthius-Mem achieves 94.37% accuracy and 99.55% adversarial robustness on LoCoMo by extracting and consolidating structured persona facts across six domains rather than retrieving dialogue segments.
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Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo
Synthius-Mem achieves 94.37% accuracy and 99.55% adversarial robustness on LoCoMo by extracting and consolidating structured persona facts across six domains rather than retrieving dialogue segments.