Document Analysis

HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures AAAI 2023 Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten Documents ACML 2023 Scientific Document Retrieval using Multi-level Aspect-based Queries NeurIPS 2023 TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023 The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023 Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities ACL 2023 Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023 Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023 WebDP: Understanding Discourse Structures in Semi-Structured Web Documents ACL 2023 WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NeurIPS 2023 Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023 ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022 DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts AAAI 2022 Entity-based Neural Local Coherence Modeling ACL 2022 Handling Comments in Documents through Interactions ACL 2022 Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022 Language-Independent Approach for Morphological Disambiguation COLING 2022 LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022 TableFormer: Table Structure Understanding With Transformers CVPR 2022 V-Doc: Visual Questions Answers With Documents CVPR 2022 XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022 Articulatory Characteristics of Icelandic Voiced Fricative Lenition: Gradience, Categoricity, and Speaker/Gesture-Specific Effects Interspeech 2021 Breaking Down Walls of Text: How Can NLP Benefit Consumer Privacy? ACL 2021 Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021