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document understanding

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

Papers

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Showing 251–275 of 309 papers

TitleStatusHype
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding—0
Finding Pragmatic Differences Between Disciplines—0
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction—0
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction—0
Friendly Topic Assistant for Transformer Based Abstractive Summarization—0
From Entity Linking to Question Answering -- Recent Progress on Semantic Grounding Tasks—0
Génération de question à partir d’analyse sémantique pour l’adaptation non supervisée de modèles de compréhension de documents (Question generation from semantic analysis for unsupervised adaptation of document understanding models)—0
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents—0
Handling tree-structured text: parsing directory pages—0
Harnessing Webpage UIs for Text-Rich Visual Understanding—0
Hierarchical BERT for Medical Document Understanding—0
Hierarchical GPT with Congruent Transformers for Multi-Sentence Language Models—0
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding—0
How does Watermarking Affect Visual Language Models in Document Understanding?—0
HRVDA: High-Resolution Visual Document Assistant—0
Improving Applicability of Deep Learning based Token Classification models during Training—0
Improving Keyphrase Extraction with Data Augmentation and Information Filtering—0
Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation—0
Is Cognition consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding—0
Joint Structured Learning and Predictions under Logical Constraints in Conditional Random Fields—0
KeyVec: Key-semantics Preserving Document Representations—0
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding—0
KOSMOS-2.5: A Multimodal Literate Model—0
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding—0
LAPDoc: Layout-Aware Prompting for Documents—0
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