Document Analysis

Understanding the Gap: an Analysis of Research Collaborations in NLP and Language Documentation ACL 2025 Annotating Mystery Novels: Guidelines and Adaptations EMNLP 2024 ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024 LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024 Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction ACL 2024 M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024 MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering IJCAI 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 Nougat: Neural Optical Understanding for Academic Documents ICLR 2024 Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024 Patentformer: A Novel Method to Automate the Generation of Patent Applications EMNLP 2024 SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024 Seg2Act: Global Context-aware Action Generation for Document Logical Structuring EMNLP 2024 UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NeurIPS 2024 “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement NeurIPS 2023 Annotators-in-the-loop: Testing a Novel Annotation Procedure on Italian Case Law ACL 2023 Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023 Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding EMNLP 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 Characterization of Stigmatizing Language in Medical Records ACL 2023 Detecting Erroneously Recognized Handwritten Byzantine Text EMNLP 2023 Discourse Sense Flows: Modelling the Rhetorical Style of Documents across Various Domains EMNLP 2023 DocEdit: Language-Guided Document Editing AAAI 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023