Document Analysis

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024 Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024 Enhanced Optical Character Recognition by Optical Sensor Combined with BERT and Cosine Similarity Scoring (Student Abstract) AAAI 2024 Enhancing Vision-Language Pre-training with Rich Supervisions CVPR 2024 General Detection-based Text Line Recognition NeurIPS 2024 Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline CVPR 2024 Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024 Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024 Hierarchical Text Spotter for Joint Text Spotting and Layout Analysis WACV 2024 Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024 Knowledge-Enhanced Historical Document Segmentation and Recognition AAAI 2024 Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction EMNLP 2024 Layout-Agnostic Scene Text Image Synthesis with Diffusion Models CVPR 2024 LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024 LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network AAAI 2024 M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024 MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing ACL 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition NeurIPS 2024 Multimodal Table Understanding ACL 2024 ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting CVPR 2024 PAGED: A Benchmark for Procedural Graphs Extraction from Documents ACL 2024 Post-Correction of Historical Text Transcripts with Large Language Models: An Exploratory Study EACL 2024 PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024