# Toward Robust Personalized Alignment for LLMs: Mitigating Persona Drift in Multi-Turn Dialogue

> 标题为英语

> 全文为英语

**Published:** 2026年9月14日
**Author:** Youyuan Zhang, Siyuan Li, Fangming Liu, Jing Li
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/toward-robust-personalized-alignment-for-llms-mitigating-persona-drift-i

arXiv:2609.12373v1 Announce Type: new Abstract: Persona drift remains a central challenge for personalized language models, as user profiles evolve over long interactions rather than remain permanently fixed. Models must therefore revise persistent persona states when…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.12373)

**标签：** #arXiv

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