一作ACL 2026Poster· Natural Language Processing
M ess T o C lean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images
Jiayi Tuo · Cheng Tang · Zihan Wang · Chenyue Zhou · Yao Li · Yanbiao Ma · Chao Wang · Wei Dai · Mingxuan Wang · Shitong Qin · Ziwei Zhao
摘要
Intelligent education systems often collect exam sheets as in-the-wild photos. These photos often suffer from distortions and noise caused by handwriting and occlusions, collectively referred to as Real-World Degraded Exam Images (RDEI). Structure-preserving reconstruction is key to converting RD...