Document Analysis

Document Image Shadow Removal Guided by Color-Aware Background CVPR 2023 EDIS: Entity-Driven Image Search over Multimodal Web Content EMNLP 2023 ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer ICCV 2023 Exploring Stroke-Level Modifications for Scene Text Editing AAAI 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023 GenKIE: Robust Generative Multimodal Document Key Information Extraction EMNLP 2023 GeoLayoutLM: Geometric Pre-Training for Visual Information Extraction CVPR 2023 Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023 HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures AAAI 2023 Improving Scene Text Image Super-resolution via Dual Prior Modulation Network AAAI 2023 Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling CVPR 2023 In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model EMNLP 2023 LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder EMNLP 2023 Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten Documents ACML 2023 LORE: Logical Location Regression Network for Table Structure Recognition AAAI 2023 M2C: Towards Automatic Multimodal Manga Complement EMNLP 2023 Modeling Entities As Semantic Points for Visual Information Extraction in the Wild CVPR 2023 Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer CVPR 2023 MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023 On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval EMNLP 2023 PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents EMNLP 2023 Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme EMNLP 2023 QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023 Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models EMNLP 2023 Self-Supervised Implicit Glyph Attention for Text Recognition CVPR 2023