Author

Xing-Yu Sui

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#artificial intelligence Jan 2026

OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents

This work proposes \textbf{Self-ReCheck}, a lightweight, model-agnostic memory filtering mechanism that mitigates over-personalization while preserving personalization performance in memory-augmented dialogue systems.

Yu-Lin Hu, Zi-Mo Long, Jiahe Guo et al. · arXiv.org · 23 citations · ⚡2