Personalized Multimodal Generation with Large Language Models

The proposed method, Personalized Multimodal Generation (PMG), leverages large language models to extract user preferences from historical behaviors and generates personalized multimodal content by conditioning a generator, such as a multimodal LLM or diffusion model, on the extracted preferences.