document understanding

OmniParser: A Unified Framework for Text Spotting Key Information Extraction and Table Recognition CVPR 2024 PAGED: A Benchmark for Procedural Graphs Extraction from Documents ACL 2024 PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024 PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024 RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL 2024 RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NeurIPS 2024 SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024 SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance AAAI 2024 Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ACL 2024 TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing EACL 2024 Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ACL 2024 VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024 “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023 A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023 A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images AAAI 2023 Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration ICCV 2023 Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding EMNLP 2023 Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023 DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading EMNLP 2023 Document Understanding Dataset and Evaluation (DUDE) ICCV 2023 Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023 FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023