Guohang Yan

Evidence retrieval from long multimodal documents can be dramatically improved by leveraging relevance diffusion over a Chunk-Page graph, leading to better question answering performance.

IA-RAG reveals that modeling knowledge as dynamic time intervals can drastically improve temporal reasoning in language models, outperforming traditional static approaches.