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Papers
A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows
ACL 2026
Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR
ACL 2026
Boosting Document Parsing Efficiency and Performance with Coarse-to-Fine Visual Processing
CVPR 2026
BornoDrishti: Leveraging Vision Encoders and Domain-Adaptive Learning for Bangla OCR on Diverse Documents
EACL 2026
Catalogues as Data: Interpretable NLP Pipelines for Ottoman-Turkish Bibliographies
EACL 2026
Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts
CVPR 2026
Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports
EACL 2026
Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR
CVPR 2026
CURIO: Curvature-Aligned and Efficient OCR for Low-Resource Historical Manuscripts
WACV 2026
From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation
EACL 2026
Improving CAPTCHA Robustness via Controlled Image Corruptions (Student Abstract)
AAAI 2026
In-Image Machine Translation. A Preliminary Modular Approach
EACL 2026
InkSight: Towards AI-Aided Historical Manuscript Analysis
EACL 2026
KazakhOCR: A Synthetic Benchmark for Evaluating Multimodal Models in Low-Resource Kazakh Script OCR
EACL 2026
MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding
EACL 2026
MosaicDoc: A Large-Scale Bilingual Benchmark for Visually Rich Document Understanding
AAAI 2026
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
ACL 2026
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
ACL 2026
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets
EACL 2026
OCRTurk: A Comprehensive OCR Benchmark for Turkish
EACL 2026
Omni-Attack: Adversarial Attacks on Open-Ended VQA in Black-Box Multimodal LLMs
CVPR 2026
Optical Character Recognition for the International Phonetic Alphabet
EACL 2026
PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR
ACL 2026
PIX-TAB: Efficient PIXel-Precise TABle Structure Recognition Approach with Speculative Decoding and Region-Based Image Segmentation
CVPR 2026
PP-OCRv5: A Specialized 5M-Parameter Model Rivaling Billion-Parameter Vision-Language Models on OCR Tasks
CVPR 2026