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

DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering EMNLP 2025

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025

ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025

ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025

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

Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection EMNLP 2025

Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025

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

KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding ACL 2025

ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai IJCNLP 2025

DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025

A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025

DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025

The Confidence Paradox: Can LLM Know When It’s Wrong? IJCNLP 2025

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? EMNLP 2025

Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025

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

Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025

Infogen: Generating Complex Statistical Infographics from Documents ACL 2025

CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025

Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025

VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025

READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025

FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025

TRH2TQA: Table Recognition with Hierarchical Relationships to Table Question-Answering on Business Table Images WACV 2025