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document understanding

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

Papers

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Showing 176–200 of 309 papers

TitleStatusHype
MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding—0
MT^3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning—0
Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web—0
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition—0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding—0
Notes on Applicability of GPT-4 to Document Understanding—0
Object-oriented Neural Programming (OONP) for Document Understanding—0
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text—0
On Scaling Up a Multilingual Vision and Language Model—0
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis—0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents—0
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning—0
Position Masking for Improved Layout-Aware Document Understanding—0
Probing Position-Aware Attention Mechanism in Long Document Understanding—0
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks—0
PSG: Prompt-based Sequence Generation for Acronym Extraction—0
QID: Efficient Query-Informed ViTs in Data-Scarce Regimes for OCR-free Visual Document Understanding—0
QueryForm: A Simple Zero-shot Form Entity Query Framework—0
RDU: A Region-based Approach to Form-style Document Understanding—0
Reinforced UI Instruction Grounding: Towards a Generic UI Task Automation API—0
ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training—0
Retrieval Augmented Structured Generation: Business Document Information Extraction As Tool Use—0
Revisiting Table Detection Datasets for Visually Rich Documents—0
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning—0
Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods—0
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