Mitigating Identity Essentialism in LLM Agents with Longitudinal Life Trajectories
This work proposes LifeMem, a longitudinal memory framework that combines structured life-event retrieval with agent-specific parametric memory for experience integration, and shows that LifeMem improves alignment with human data in terms of response distributions, overall and within-group diversity, and patterns of wi...
Hexi Wang, Yu-Jia Zhou, Bangde Du et al.
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