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document understanding

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

Papers

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Showing 141–150 of 309 papers

TitleStatusHype
Is Cognition consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding—0
BoundingDocs: a Unified Dataset for Document Question Answering with Spatial Annotations—0
LAPDoc: Layout-Aware Prompting for Documents—0
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming—0
A Simple yet Effective Layout Token in Large Language Models for Document Understanding—0
Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation—0
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models—0
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding—0
LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding—0
DocGraphLM: Documental Graph Language Model for Information Extraction—0
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