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Papers
Reading or Reasoning? Format Decoupled Reinforcement Learning for Document OCR
CVPR 2026
Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval
AAAI 2026
TextPecker: Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering
CVPR 2026
The olmOCR Project: Building Fully Open OCR using VLMs
ACL 2026
When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation
ACL 2026
AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents
ACL 2025
A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration
ACL 2025
Arctic-TILT. Business Document Understanding at Sub-Billion Scale
ACL 2025
bAI-bAI: A Context-Aware Transliteration System for Baybayin Scripts
COLING 2025
@BENCH: Benchmarking Vision-Language Models for Human-Centered Assistive Technology
WACV 2025
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR
ACL 2025
Bootstrapping AI: Interdisciplinary Approaches to Assessing OCR Quality in English-Language Historical Documents
NAACL 2025
Bringing Suzhou Numerals into the Digital Age: A Dataset and Recognition Study on Ancient Chinese Trade Records
NAACL 2025
CalligraphicOCR for Chinese Calligraphy Recognition
EMNLP 2025
CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy
ICCV 2025
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition
EMNLP 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
CVPR 2025
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study
COLING 2025
DocVLM: Make Your VLM an Efficient Reader
CVPR 2025
Evaluating Transformers for OCR Post-Correction in Early Modern Dutch Theatre
COLING 2025
From Panels to Prose: Generating Literary Narratives from Comics
ICCV 2025
GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing
CVPR 2025
GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer
EMNLP 2025
GUICourse: From General Vision Language Model to Versatile GUI Agent
ACL 2025