Company Filing History:
Years Active: 2019-2020
Title: Guoyu Tang: Innovator in Textual Similarity and Sentiment Analysis
Introduction
Guoyu Tang is a prominent inventor based in Beijing, China. He has made significant contributions to the fields of textual similarity and sentiment analysis. With a total of 6 patents to his name, Tang continues to push the boundaries of technology and innovation.
Latest Patents
One of Guoyu Tang's latest patents is focused on the identification of textual similarity with references. This patent describes techniques for determining a similarity between text segments within a document that includes textual references. The system comprises a memory that stores computer-executable components and a processor that executes these components. The components include an identification component that identifies a reference associated with a set of text and an extraction component that extracts the reference from the set of text. Additionally, an embedding component replaces the reference with a corresponding vector.
Another notable patent is related to the method and apparatus for building an informative training repository in sentiment analysis model learning and customization. This patent outlines methods, systems, and computer program products that generate an informative training corpus of samples for machine training a high-quality sentiment analysis model. The method includes receiving a plurality of training samples, extracting semantic and sentiment elements, generalizing these elements, and generating an informative ranking score for the training samples. Selected informative training samples are then added to an informative training corpus.
Career Highlights
Guoyu Tang is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in developing innovative solutions. His work has significantly impacted the fields of natural language processing and machine learning.
Collaborations
Some of Guoyu Tang's notable coworkers include Zhong Su and Keke Cai. Their collaborative efforts contribute to the advancement of technology and innovation within their organization.
Conclusion
Guoyu Tang is a distinguished inventor whose work in textual similarity and sentiment analysis has garnered attention in the tech industry. His contributions continue to shape the future of machine learning and natural language processing.
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