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document understanding

Document understanding involves document classification, layout analysis, information extraction, and DocQA.

Papers

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Showing 126–150 of 309 papers

TitleStatusHype
MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding—0
Data-driven Coreference-based Ontology BuildingCode0
"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs—0
Harnessing Webpage UIs for Text-Rich Visual Understanding—0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training—0
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models—0
DAViD: Domain Adaptive Visually-Rich Document Understanding with Synthetic Insights—0
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications—0
DocMamba: Efficient Document Pre-training with State Space Model—0
Leveraging Distillation Techniques for Document Understanding: A Case Study with FLAN-T5—0
Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural NetworkCode0
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding—0
ViRED: Prediction of Visual Relations in Engineering Drawings—0
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts—0
SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding—0
Building and better understanding vision-language models: insights and future directions—0
Arctic-TILT. Business Document Understanding at Sub-Billion Scale—0
Deep Learning based Visually Rich Document Content Understanding: A Survey—0
Deep Learning based Key Information Extraction from Business Documents: Systematic Literature Review—0
Token-level Correlation-guided Compression for Efficient Multimodal Document UnderstandingCode0
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition—0
Hypergraph based Understanding for Document Semantic Entity RecognitionCode0
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming—0
DrVideo: Document Retrieval Based Long Video Understanding—0
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