4 papers
FSE: Continual Learning for Named Entity Recognition by Fast-Slow Experts
Yunan Zhang, Yang Fan, Heng Li +2
Continual Learning for Named Entity Recognition (CLNER) enable models to incrementally learn new entity types without forgetting previously acquired ones. However, existing methods…
D2Dewarp: Dual Dimensions Geometric Representation Learning Based Document Image Dewarping
Heng Li, Xiangping Wu, Qingcai Chen
Document image dewarping remains a challenging task in the deep learning era. While existing methods have improved by leveraging text line awareness, they typically focus only on a…
Document Image Rectification Bases on Self-Adaptive Multitask Fusion
Heng Li, Xiangping Wu, Qingcai Chen
Deformed document image rectification is essential for real-world document understanding tasks, such as layout analysis and text recognition. However, current multi-task methods --…
TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement
Yang Fan, Xiangping Wu, Qingcai Chen +4
The diversity of tables makes table detection a great challenge, leading to existing models becoming more tedious and complex. Despite achieving high performance, they often overfi…