CARD: Cluster-level Adaptation with Reward-guided Decoding for Personalized Text Generation.

arXiv:2601.06352v3 Announce Type: replace Abstract: Adapting large language models to individual users remains challenging due to the tension between fine-grained personalization and scalable deployment. We present CARD, a hierarchical framework that achieves