MIRROR: From Imitation to Internalization in LLM Personalization.

arXiv:2610.09795v1 Announce Type: cross Abstract: The demand for personalized LLMs is shifting from style imitation toward content quality. We investigate whether self-distillation can bridge this gap in existing fine-tuning paradigm. To address this limitatio