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Document Analysis

113 papers

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Papers

REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025
Understanding the Gap: an Analysis of Research Collaborations in NLP and Language Documentation ACL 2025
Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025
Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025
A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025
ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024
Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction ACL 2024
Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024
Seg2Act: Global Context-aware Action Generation for Document Logical Structuring EMNLP 2024
Patentformer: A Novel Method to Automate the Generation of Patent Applications EMNLP 2024
“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024
Annotating Mystery Novels: Guidelines and Adaptations EMNLP 2024
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NIPS 2023
Scientific Document Retrieval using Multi-level Aspect-based Queries NIPS 2023
An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement NIPS 2023