{"total":17,"rows":[{"id":"2309.10952","title":"LMDX: Language Model-based Document Information Extraction and Localization","created":"2023-09-19","cited_by_count":37,"area":null},{"id":"2407.09777","title":"Graph Transformers: A Survey","created":"2024-07-13","cited_by_count":32,"area":null},{"id":"2402.05322","title":"Learning on Multimodal Graphs: A Survey","created":"2024-02-07","cited_by_count":22,"area":null},{"id":"2408.01287","title":"Deep Learning based Visually Rich Document Content Understanding: A Survey","created":"2024-08-02","cited_by_count":21,"area":null},{"id":"2403.16516","title":"Visually Guided Generative Text-Layout Pre-training for Document Intelligence","created":"2024-03-25","cited_by_count":12,"area":null},{"id":"2505.13535","title":"Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments","created":"2025-05-18","cited_by_count":9,"area":null},{"id":"2404.04003","title":"BuDDIE: A Business Document Dataset for Multi-task Information Extraction","created":"2024-04-05","cited_by_count":8,"area":null},{"id":"2405.00505","title":"KVP10k : A Comprehensive Dataset for Key-Value Pair Extraction in Business Documents","created":"2024-05-01","cited_by_count":5,"area":null},{"id":"2305.14828","title":"Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation","created":"2023-05-24","cited_by_count":2,"area":null},{"id":"2310.18073","title":"A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports","created":"2023-10-27","cited_by_count":2,"area":null},{"id":"2404.10575","title":"EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence","created":"2024-04-16","cited_by_count":2,"area":null},{"id":"2305.14590","title":"RE$^2$: Region-Aware Relation Extraction from Visually Rich Documents","created":"2023-05-24","cited_by_count":0,"area":null},{"id":"2403.15765","title":"Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents","created":"2024-03-23","cited_by_count":0,"area":null},{"id":"2411.01139","title":"HIP: Hierarchical Point Modeling and Pre-training for Visual Information Extraction","created":"2024-11-02","cited_by_count":0,"area":null},{"id":"2508.01475","title":"$R^2$-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation","created":"2025-08-02","cited_by_count":0,"area":null},{"id":"2608.16763","title":"LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2609.23679","title":"Mind the Gaps: A Curated Benchmark for Form Field Detection","created":"2026-09-20","cited_by_count":0,"area":null}],"next_cursor":null}