Document Analysis

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022 Fourier Document Restoration for Robust Document Dewarping and Recognition CVPR 2022 GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022 Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022 Language-Independent Approach for Morphological Disambiguation COLING 2022 Long Text and Multi-Table Summarization: Dataset and Method EMNLP 2022 MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022 MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding EMNLP 2022 Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022 OCR Improves Machine Translation for Low-Resource Languages ACL 2022 OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents CVPR 2022 Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER COLING 2022 SwinTextSpotter: Scene Text Spotting via Better Synergy Between Text Detection and Text Recognition CVPR 2022 Syntax-Aware Network for Handwritten Mathematical Expression Recognition CVPR 2022 TableFormer: Table Structure Understanding With Transformers CVPR 2022 TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition AAAI 2022 Text Gestalt: Stroke-Aware Scene Text Image Super-resolution AAAI 2022 Towards End-to-End Unified Scene Text Detection and Layout Analysis CVPR 2022 Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer CVPR 2022 TTIC’s WMT-SLT 22 Sign Language Translation System EMNLP 2022 V-Doc: Visual Questions Answers With Documents CVPR 2022 Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022 Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022