MARDoc: A Memory-Aware Refinement Agent Framework for Multimodal Long Document QA 事件

MARDoc: A Memory-Aware Refinement Agent Framework for Multimodal Long Document QA arXiv:2606.05749v1 Announce Type: new Abstract: Iterative retrieval-reasoning agents have recently shown promise for multimodal long-document question answering. However, most existing systems maintain a single growing context that mixes retrieval traces, observations, and intermediate reasoning. As interactions accumulate, key evidence becomes scattered and diluted, making multi-hop reasoning noisy. We propose MA