This inventor holds 2 USPTO granted patents. Top assignee: Nuance Communications, Inc.. Active years: 2014-2016.
Company Filing History:
Years Active: 2014-2016
Title: Yi Su - Innovator in Language Processing Technologies
Introduction
Yi Su is a notable inventor based in Montreal, Canada. He has made significant contributions to the field of language processing, particularly through his innovative patents. With a total of 2 patents, his work focuses on optimizing language models for various applications.
Latest Patents
One of Yi Su's latest patents is titled "Word Classing for Language Modeling." This invention employs a classing function that is optimized for the specific production application context in which it processes speech. By combining class-based and word-based features, the classing function enhances the accuracy of predicting word sequences. It aligns the objectives of word classing with the underlying language processing tasks, thereby improving the performance of language models in real-world applications.
Another significant patent is "Class-Based Language Model and Use." This patent describes the generation and utilization of a class-based language model. It includes a method for detecting common words used in different contexts and assigning them to multiple classes within the model. This approach enables the generation of more accurate probability scores, indicating the likelihood of a common word following a given sequence of words in sample text inputs.
Career Highlights
Yi Su is currently employed at Nuance Communications, Inc., where he continues to develop innovative solutions in language processing. His work has been instrumental in advancing the capabilities of language models, making them more effective for various applications.
Collaborations
Some of Yi Su's notable coworkers include Paul Joseph Vozila and Maximilian Bisani. Their collaborative efforts contribute to the innovative environment at Nuance Communications, Inc.
Conclusion
Yi Su's contributions to language processing through his patents demonstrate his expertise and commitment to innovation in the field. His work continues to influence the development of advanced language models, enhancing their effectiveness in real-world applications.