Company Filing History:
Years Active: 2022-2024
Title: The Innovative Contributions of Yue Zhang
Introduction
Yue Zhang is a prominent inventor based in Saint Paul, MN (US). She has made significant strides in the field of machine learning and artificial intelligence, holding a total of 6 patents. Her work focuses on enhancing document processing through innovative methods that leverage semantic understanding.
Latest Patents
Yue Zhang's latest patents include groundbreaking technologies such as "Cross-document intelligent authoring and processing, with arbitration for semantically-annotated documents." This invention utilizes machine learning and artificial intelligence to identify semantically important chunks within documents. It automatically labels these chunks with appropriate datatypes and semantic roles, thereby assisting authors and supporting downstream processes. The technology determines chunk locations, datatypes, and semantic roles based on 'context', which encompasses formatting, structure, content, and patterns of occurrence across documents.
Another notable patent is "Enabling flexible processing of semantically-annotated documents." Similar to her previous work, this invention employs machine learning and artificial intelligence to enhance the processing of documents by identifying and labeling semantically significant chunks. The methods used are not limited to exact comparisons but also include natural language grammatical structures and various machine learning techniques.
Career Highlights
Yue Zhang is currently employed at Docugami, Inc., where she continues to innovate in the realm of document processing. Her contributions have been pivotal in advancing the capabilities of semantic document handling, making her a valuable asset to her company and the industry at large.
Collaborations
Yue has collaborated with notable colleagues such as Andrew Paul Begun and Steven DeRose, further enriching her work through shared expertise and insights.
Conclusion
Yue Zhang's innovative contributions to machine learning and artificial intelligence have significantly impacted document processing technologies. Her patents reflect a deep understanding of semantic structures and their applications, positioning her as a leading inventor in her field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.