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

arXiv:2601.13722v2 Announce Type: replace-cross Abstract: Memory-augmented conversational agents enable personalized interactions using long-term user memory and have gained substantial traction. However, existing benchmarks primarily focus on whether agents c