Document Analysis

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL 2022 XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022 An Automated Engineering Assistant: Learning Parsers for Technical Drawings AAAI 2021 BART for Post-Correction of OCR Newspaper Text EMNLP 2021 Cost-effective End-to-end Information Extraction for Semi-structured Document Images EMNLP 2021 Dictionary-Guided Scene Text Recognition CVPR 2021 DocFormer: End-to-End Transformer for Document Understanding ICCV 2021 DocParser: Hierarchical Document Structure Parsing from Renderings AAAI 2021 Exploiting Aliasing for Manga Restoration CVPR 2021 Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021 Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter CVPR 2021 Information Block Detection in Infographic Based on Spatial Proximity and Structural Similarity (Student Abstract) AAAI 2021 Journalistic Guidelines Aware News Image Captioning EMNLP 2021 LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP 2021 MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition CVPR 2021 Progressive Contour Regression for Arbitrary-Shape Scene Text Detection CVPR 2021 Residential Floor Plan Recognition and Reconstruction CVPR 2021 Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach CVPR 2021 ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction ACL 2021 Scaling Digital Screen Reading With One-Shot Learning and Re-Identification WACV 2021 Scene Text Retrieval via Joint Text Detection and Similarity Learning CVPR 2021 Scene Text Telescope: Text-Focused Scene Image Super-Resolution CVPR 2021 SelfDoc: Self-Supervised Document Representation Learning CVPR 2021 Sequence-to-Sequence Contrastive Learning for Text Recognition CVPR 2021 StructuralLM: Structural Pre-training for Form Understanding ACL 2021