document understanding

The olmOCR Project: Building Fully Open OCR using VLMs ACL 2026 Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training CVPR 2026 UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026 When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation ACL 2026 Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis WACV 2026 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025 A Token-level Text Image Foundation Model for Document Understanding ICCV 2025 Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025 BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025 Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding ICLR 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025 CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry WACV 2025 DELOC: Document Element Localizer EMNLP 2025 Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025 DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025 DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering EMNLP 2025 DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025 DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025 DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025 DocMIA: Document-Level Membership Inference Attacks against DocVQA Models ICLR 2025