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document understanding

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

Papers

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Showing 201–250 of 309 papers

TitleStatusHype
Scalable Cross Lingual Pivots to Model Pronoun Gender for Translation—0
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models—0
Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding—0
Shakti-VLMs: Scalable Vision-Language Models for Enterprise AI—0
SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation—0
SLJP: Semantic Extraction based Legal Judgment Prediction—0
StructFormer: Document Structure-based Masked Attention and its Impact on Language Model Pre-Training—0
Survey on Question Answering over Visually Rich Documents: Methods, Challenges, and Trends—0
SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding—0
Table-Of-Contents generation on contemporary documents—0
Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks—0
Test-Time Adaptation for Visual Document Understanding—0
The Hidden Structure -- Improving Legal Document Understanding Through Explicit Text Formatting—0
The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues—0
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts—0
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection—0
Towards Complex Document Understanding By Discrete Reasoning—0
Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach—0
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark—0
GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification—0
Transformer-based Approach for Document Understanding—0
Two to Five Truths in Non-Negative Matrix Factorization—0
Understanding Long Documents with Different Position-Aware Attentions—0
UniDoc: Unified Pretraining Framework for Document Understanding—0
Unified Pretraining Framework for Document Understanding—0
Unimodal and Multimodal Representation Training for Relation Extraction—0
ViRED: Prediction of Visual Relations in Engineering Drawings—0
WebFormer: The Web-page Transformer for Structure Information Extraction—0
"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs—0
What Makes a Good Dataset for Symbol Description Reading?—0
WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts—0
Workshop on Document Intelligence Understanding—0
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding—0
Deep Learning based Visually Rich Document Content Understanding: A Survey—0
DrishtiKon: Multi-Granular Visual Grounding for Text-Rich Document ImagesCode0
Table Detection for Visually Rich Document ImagesCode0
Class-Agnostic Region-of-Interest Matching in Document ImagesCode0
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document UnderstandingCode0
Learned Compression for Compressed LearningCode0
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document UnderstandingCode0
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document UnderstandingCode0
DocMIA: Document-Level Membership Inference Attacks against DocVQA ModelsCode0
Understood in Translation, Transformers for Domain UnderstandingCode0
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document UnderstandingCode0
Knowing Where and What: Unified Word Block Pretraining for Document UnderstandingCode0
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document UnderstandingCode0
Is ChatGPT A Good Keyphrase Generator? A Preliminary StudyCode0
Information Redundancy and Biases in Public Document Information Extraction BenchmarksCode0
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding ModelsCode0
Long-Range Transformer Architectures for Document UnderstandingCode0
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