document understanding

231 papers

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Also known as

DU DOCAI VDU

Co-occurring keywords

question answering (2904) multimodal learning (4622) large language model (12755) information extraction (1071) document analysis (156) optical character recognition (210) visual question answering (1000) vision-language model (2235) retrieval-augmented generation (1459) zero-shot learning (3637)

Papers

VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025

DELOC: Document Element Localizer EMNLP 2025

REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025

M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025

MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025

WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ACL 2025

DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025

BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025

GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification WACV 2025

Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025

FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025

Treading Towards Privacy-Preserving Table Structure Recognition WACV 2025

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025

TabComp: A Dataset for Visual Table Reading Comprehension NAACL 2025

LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025

Infogen: Generating Complex Statistical Infographics from Documents ACL 2025

Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025

A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025

Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025

Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025

CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry WACV 2025

Enhanced Table Structure Recognition with Multi-Modal Approach IJCNLP 2025

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025