Xing-Hai Li

An end-to-end method for extracting financial document data using transformers

This study introduces an end-to-end multimodal transformer framework for extracting structured data from complex financial documents. By using a cross-modal encoder, the system can simultaneously process narrative text, hierarchical tables, and embedded visual elements. This enables the system to model complex semantic...