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

Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ACL 2024

INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024

Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024

PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024

EUROPA: A Legal Multilingual Keyphrase Generation Dataset ACL 2024

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NIPS 2024

DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024

Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ACL 2024

RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL 2024

Learning Label Dependencies for Visual Information Extraction IJCAI 2024

GRAM: Global Reasoning for Multi-Page VQA CVPR 2024

RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NIPS 2024

TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing EACL 2024

PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024

Coreference Graph Guidance for Mind-Map Generation AAAI 2024

DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing EMNLP 2024

SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap ICCV 2023

MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023

QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023

A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023

DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading EMNLP 2023

Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding EMNLP 2023

SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023

Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023