Shaoke Xu

Title: Shaoke Xu: Innovator in Machine Learning and Document Processing

Introduction: Shaoke Xu is a prominent inventor based in Sunnyvale, CA, known for his contributions to the field of machine learning and document processing. With a focus on extracting key information from documents, his work has significant implications for the development of intelligent systems.

Latest Patents: Shaoke Xu holds a patent for a method that utilizes trained machine-learning models to extract key information from documents. This innovative technique involves a data processing system equipped with a table detection module, a key information extraction module, and a table extraction module. The process begins with receiving a set of data that includes key fields within a document. Optical character recognition is employed to extract text information and corresponding location data. The table detection module identifies the presence of tables in the document, while the key information extraction module retrieves text from the key fields. The table extraction module then extracts each table based on inputs from the optical character recognition and the table detection module. The results include the extracted text from the key fields and the tables.

Career Highlights: Shaoke Xu is currently employed at Oracle International Corporation, where he continues to advance his research and development efforts in machine learning technologies. His work at Oracle has positioned him as a key player in the innovation landscape of document processing.

Collaborations: Some of his notable coworkers include Yakupitiyage Don Thanuja Samodhye Dharmasiri and Xu Zhong, who contribute to the collaborative environment that fosters innovation at Oracle.

Conclusion: Shaoke Xu's work in machine learning and document processing exemplifies the potential of technology to enhance information extraction methods. His contributions are paving the way for more intelligent systems that can efficiently process and analyze data.