3 papers
cs.CV2026
A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows
Yuxuan Han, Yuanxing Zhang, Yushuo Wang +3
Structured information extraction from long, multilingual scanned financial documents is a core requirement in industrial KYC and compliance workflows. These documents are typicall…
cs.IR2025
Multi-Stage Field Extraction of Financial Documents with OCR and Compact Vision-Language Models
Yichao Jin, Yushuo Wang, Qishuai Zhong +3
Financial documents are essential sources of information for regulators, auditors, and financial institutions, particularly for assessing the wealth and compliance of Small and Med…
cs.CV2025
Vision-G1: Towards General Vision Language Reasoning with Multi-Domain Data Curation
Yuheng Zha, Kun Zhou, Yujia Wu +7
Despite their success, current training pipelines for reasoning VLMs focus on a limited range of tasks, such as mathematical and logical reasoning. As a result, these models face d…