Company Filing History:
Years Active: 2022
Title: Linwei Zhu - Innovator in Natural Language Processing
Introduction
Linwei Zhu is a prominent inventor based in San Francisco, CA (US). He has made significant contributions to the field of natural language processing, particularly through his innovative patent. His work focuses on enhancing the capabilities of systems that recognize named entities within unstructured text inputs.
Latest Patents
Linwei Zhu holds a patent for "Systems and methods for named entity recognition." This method involves receiving unstructured text input and utilizing an entity classifier to identify entities within that input. The process includes generating lower-level entity identifications through a hierarchical neural network classifier and subsequently producing higher-level entity identifications based on these lower-level identifications. The identified entities are then provided based on the higher-level identifications. He has 1 patent to his name.
Career Highlights
Linwei Zhu is currently employed at Salesforce.com, Inc., where he applies his expertise in natural language processing. His work at Salesforce has allowed him to contribute to advancements in technology that improve how machines understand human language.
Collaborations
Throughout his career, Linwei has collaborated with notable colleagues, including Govardana Sachithanandam Ramachandran and Michael Machado. These collaborations have further enriched his work and expanded the impact of his innovations.
Conclusion
Linwei Zhu's contributions to natural language processing through his patent demonstrate his commitment to advancing technology in this field. His work continues to influence how entities are recognized and processed in unstructured text, showcasing the importance of innovation in today's digital landscape.