LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Authors: Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei (Sun Yat-sen University, Microsoft Research Asia) — arX...

ColPali: Efficient Document Retrieval with Vision Language Models Authors: Manuel Faysse, Hugues Sibille, Tony Wu, et al. (Illuin Technology, CentraleSupélec, ETH Zürich) — arXiv 2407.01449, ICLR ...

OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models Authors: Yuliang Liu, Zhang Li, Mingxin Huang, Biao Yang, et al. (HUST, Microsoft Research, USTB, CAS, SCUT) — arXiv 2305.07895, 2...

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding Authors: Anwen Hu, Haiyang Xu, Liang Zhang, Jiabo Ye, Ming Yan, et al. (Alibaba Group, Renmin University o...

MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Authors: Junbo Niu, Zheng Liu, Zhuangcheng Gu, Bin Wang, et al. (Shanghai AI Laboratory, Peking Universi...