2025 "document understanding" Papers

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A Simple yet Effective Layout Token in Large Language Models for Document Understanding

Zhaoqing Zhu, Chuwei Luo, Zirui Shao et al.

CVPR 2025posterarXiv:2503.18434

A Token-level Text Image Foundation Model for Document Understanding

Tongkun Guan, Zining Wang, Pei Fu et al.

ICCV 2025posterarXiv:2503.02304

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding

Wenwen Yu, Zhibo Yang, Yuliang Liu et al.

ICCV 2025posterarXiv:2508.08589

DocVLM: Make Your VLM an Efficient Reader

Mor Shpigel Nacson, Aviad Aberdam, Roy Ganz et al.

CVPR 2025posterarXiv:2412.08746

Harnessing Webpage UIs for Text-Rich Visual Understanding

Junpeng Liu, Tianyue Ou, Yifan Song et al.

ICLR 2025posterarXiv:2410.13824

Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid

Mingxin Huang, Yuliang Liu, Dingkang Liang et al.

ICLR 2025posterarXiv:2408.02034

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Linke Ouyang, Yuan Qu, Hongbin Zhou et al.

CVPR 2025posterarXiv:2412.07626