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Document Analysis

94 directly classified papers

Papers per year

Papers

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024
An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement NIPS 2023
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023
Characterization of Stigmatizing Language in Medical Records ACL 2023
Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities ACL 2023
The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023
HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures AAAI 2023
DocEdit: Language-Guided Document Editing AAAI 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023
WebDP: Understanding Discourse Structures in Semi-Structured Web Documents ACL 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023
Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023
Annotators-in-the-loop: Testing a Novel Annotation Procedure on Italian Case Law ACL 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding EMNLP 2023
Detecting Erroneously Recognized Handwritten Byzantine Text EMNLP 2023
Discourse Sense Flows: Modelling the Rhetorical Style of Documents across Various Domains EMNLP 2023
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NIPS 2023
Scientific Document Retrieval using Multi-level Aspect-based Queries NIPS 2023
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022