Lianwen Jin

OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning

arXiv 2025

Visual Text Processing: A Comprehensive Review and Unified Evaluation

arXiv 2025

MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categories

arXiv 2025

Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration

arXiv 2025

Smaller But Better: Unifying Layout Generation with Smaller Large Language Models

arXiv 2025

Datasets for Large Language Models: A Comprehensive Survey

arXiv 2024

DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks

CVPR 2024 1

DocLayLLM: An Efficient and Effective Multi-modal Extension of Large Language Models for Text-rich Document Understanding

arXiv 2024

SwinTextSpotter v2: Towards Better Synergy for Scene Text Spotting

arXiv 2024

Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid

arXiv 2024

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning

arXiv 2024

Predicting the Original Appearance of Damaged Historical Documents

arXiv 2024

Online Writer Retrieval with Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach

arXiv 2024

PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction

arXiv 2024

Scale-Aware Modulation Meet Transformer

ICCV 2023 1

FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning

arXiv 2023

Revisiting Scene Text Recognition: A Data Perspective

ICCV 2023 1

ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer

ICCV 2023 1

MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification

arXiv 2022

LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding

ACL 2022 5

ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

abcnet-real-time-scene-text-spotting-with-1

Decoupled Attention Network for Text Recognition

arXiv 2019

Dezhi Peng

Peirong Zhang

Yuliang Liu

Chongyu Liu

Mingxin Huang

Xiang Bai

Jiapeng Wang

Yongxin Shi

Yuyi Zhang

Zhenhua Yang