Jaehyung Kim

SPRInG: Continual LLM Personalization via Selective Parametric Adaptation and Retrieval-Interpolated Generation

SPRInG is introduced, a novel semi-parametric framework designed for effective continual personalization that significantly outperforms existing baselines, validating its robustness for real-world continual personalization.