Cover Image

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Qintong, Wang, Bin, Huang, Victor Shea-Jay, Zhang, Junyuan, Wang, Zhengren, Liang, Hao, He, Conghui, Zhang, Wentao
Format:	Preprint
Published:	2024
Subjects:	Multimedia Artificial Intelligence Computation and Language Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

KeyVideoLLM: Towards Large-scale Video Keyframe Selection
by: Liang, Hao, et al.
Published: (2024)

Benchmarking and Improving LVLMs on Event Extraction from Multimedia Documents
by: Xing, Fuyu, et al.
Published: (2025)

DOCR-Inspector: Fine-Grained and Automated Evaluation of Document Parsing with VLM
by: Zhang, Qintong, et al.
Published: (2025)

AgenticOCR: Parsing Only What You Need for Efficient Retrieval-Augmented Generation
by: Wang, Zhengren, et al.
Published: (2026)

Multi-Modal Semantic Parsing for the Interpretation of Tombstone Inscriptions
by: Zhang, Xiao, et al.
Published: (2025)

A Survey of Multimodal Large Language Model from A Data-centric Perspective
by: Bai, Tianyi, et al.
Published: (2024)

TEn-CATG:Text-Enriched Audio-Visual Video Parsing with Multi-Scale Category-Aware Temporal Graph
by: Chen, Yaru, et al.
Published: (2025)

Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
by: Liu, Hao, et al.
Published: (2025)

MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
by: Wang, Bingbing, et al.
Published: (2025)

TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
by: Huang, Victor Shea-Jay, et al.
Published: (2025)

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction
by: Zhang, Meishan, et al.
Published: (2024)

LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
by: Han, ZhaoYang, et al.
Published: (2025)

Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck
by: Cui, Shiyao, et al.
Published: (2023)

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
by: Zhang, Chong, et al.
Published: (2024)

ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
by: Zhang, Zhenxing, et al.
Published: (2024)

Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling
by: Zhou, Jinxing, et al.
Published: (2024)

M-MRE: Extending the Mutual Reinforcement Effect to Multimodal Information Extraction
by: Gan, Chengguang, et al.
Published: (2025)

EAR: Enhancing Uni-Modal Representations for Weakly Supervised Audio-Visual Video Parsing
by: Li, Huilai, et al.
Published: (2026)

IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment
by: Su, Taoyu, et al.
Published: (2024)

Towards Event Extraction from Speech with Contextual Clues
by: Kang, Jingqi, et al.
Published: (2024)

Teacher-Guided Pseudo Supervision and Cross-Modal Alignment for Audio-Visual Video Parsing
by: Chen, Yaru, et al.
Published: (2025)

CoreMark: Toward Robust and Universal Text Watermarking Technique
by: Meng, Jiale, et al.
Published: (2025)

Catching Dark Signals in Algorithms: Unveiling Audiovisual and Thematic Markers of Unsafe Content Recommended for Children and Teenagers
by: Xue, Haoning, et al.
Published: (2025)

Hand1000: Generating Realistic Hands from Text with Only 1,000 Images
by: Zhang, Haozhuo, et al.
Published: (2024)

Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach
by: Nie, Fan, et al.
Published: (2025)

Unveiling Encoder-Free Vision-Language Models
by: Diao, Haiwen, et al.
Published: (2024)

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model
by: Niu, Fuqiang, et al.
Published: (2024)

SpeechEE: A Novel Benchmark for Speech Event Extraction
by: Wang, Bin, et al.
Published: (2024)

Label-anticipated Event Disentanglement for Audio-Visual Video Parsing
by: Zhou, Jinxing, et al.
Published: (2024)

Unveiling the Visual Rhetoric of Persuasive Cartography: A Case Study of the Design of Octopus Maps
by: Lin, Daocheng, et al.
Published: (2025)

Anchorage: Visual Analysis of Satisfaction in Customer Service Videos via Anchor Events
by: Wong, Kam Kwai, et al.
Published: (2023)

ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing
by: Chen, Liangyu, et al.
Published: (2025)

Multimodal Class-aware Semantic Enhancement Network for Audio-Visual Video Parsing
by: Zhao, Pengcheng, et al.
Published: (2024)

Metamorphic Testing for Audio Content Moderation Software
by: Wang, Wenxuan, et al.
Published: (2025)

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks
by: Zhang, Lei, et al.
Published: (2025)

DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection
by: Nie, Fan, et al.
Published: (2024)

Gradient-Guided Modality Decoupling for Missing-Modality Robustness
by: Wang, Hao, et al.
Published: (2024)

PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search with Supplementary Materials
by: Hu, Wenmiao, et al.
Published: (2024)

Shapley Value-based Contrastive Alignment for Multimodal Information Extraction
by: Luo, Wen, et al.
Published: (2024)

Quizzard@INOVA Challenge 2025 -- Track A: Plug-and-Play Technique in Interleaved Multi-Image Model
by: Cuong, Dinh Viet, et al.
Published: (2025)