Company Filing History:
Years Active: 2016
Title: Innovations by Ethan Zhang in Natural Language Processing
Introduction
Ethan Zhang is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of natural language processing, holding 2 patents that showcase his innovative techniques. His work focuses on enhancing the efficiency and accuracy of tokenization processes, which are crucial for understanding and generating human language.
Latest Patents
Ethan's latest patents revolve around modifying a tokenizer based on pseudo data for natural language processing. In one of his techniques, a tokenizer is designed to tokenize a token string to identify individual tokens or words. A language model is generated based on these identified tokens or words. Furthermore, a vocabulary related to an entity, such as a person or company, is identified. This vocabulary may consist of online data that refers to the entity, including news articles or profile pages from social networks. Some tokens in the vocabulary are weighted higher than others, allowing the language model to accept this weighted vocabulary as input to generate pseudo sentences. Alternatively, regular expressions can be employed to create these pseudo sentences, which are then utilized to train the tokenizer.
Career Highlights
Ethan Zhang is currently employed at LinkedIn Corporation, where he continues to develop and refine his innovative ideas in natural language processing. His work has not only advanced the field but has also contributed to the overall mission of improving communication through technology.
Collaborations
Ethan collaborates with talented individuals in his field, including his coworker Bing Zhao. Their combined expertise fosters an environment of creativity and innovation, leading to groundbreaking advancements in their projects.
Conclusion
Ethan Zhang's contributions to natural language processing through his patents and work at LinkedIn Corporation highlight his role as a leading inventor in the tech industry. His innovative techniques are paving the way for future advancements in understanding and generating human language.