Document Analysis

Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025 Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025 TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025 UnCommon Objects in 3D CVPR 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025 Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025 WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? EMNLP 2025 Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025 Advancing Post-OCR Correction: A Comparative Study of Synthetic Data ACL 2024 A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts WACV 2024 ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024 Automatic Interpretation of Line Probe Assay Test for Tuberculosis AAAI 2024 Benchmarking Visually-Situated Translation of Text in Natural Images EMNLP 2024 Bridging the Gap Between End-to-End and Two-Step Text Spotting CVPR 2024 Choose What You Need: Disentangled Representation Learning for Scene Text Recognition Removal and Editing CVPR 2024 CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images CVPR 2024 CPN: Complementary Proposal Network for Unconstrained Text Detection AAAI 2024 De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024 Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model AAAI 2024 DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024 DocFormerv2: Local Features for Document Understanding AAAI 2024 DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models EMNLP 2024