Ruiming Tang

MMDocRAG, a comprehensive multimodal DocRAG benchmark

This work presents a more robust and efficient memory system for LLM-based reading agents, inspired by Jean Piaget's Constructivist Theory.

We propose MTRec, a novel sequential recommendation framework which uses a learned mental reward model to guide the recommendation model to align with users' real preferences.