Company Filing History:
Years Active: 2019-2023
Title: Innovations of Yu Su in Natural Language Processing
Introduction
Yu Su is an accomplished inventor based in Goleta, California, with a notable portfolio of four patents. His work primarily focuses on the intersection of natural language processing and application programming interfaces (APIs).
Latest Patents
One of Yu Su's latest patents involves mechanisms to map natural language input to an API call. This innovative approach begins with the mapping of natural language input to an API frame, which serves as a representation of the API call without any formatting. The process utilizes a trained sequence to sequence neural model, which is further decomposed into specialized prediction units known as modules. Each module is adept at predicting a specific type of sequence output. The results from these modules can be presented in an interactive user interface, allowing users to add, remove, or modify the outputs. Additionally, user input can be leveraged as further training data, enhancing the model's accuracy. The final step involves mapping the API frame to an API call through a deterministic mapping process.
Career Highlights
Yu Su is currently employed at Microsoft Technology Licensing, LLC, where he continues to contribute to advancements in technology and innovation. His expertise in natural language processing has positioned him as a key player in the development of user-friendly API interactions.
Collaborations
Yu has collaborated with notable colleagues such as Ahmed Hassan Awadallah and Miaosen Wang, further enriching his work through shared knowledge and expertise.
Conclusion
Yu Su's contributions to the field of natural language processing and API development exemplify the innovative spirit of modern technology. His patents reflect a commitment to enhancing user interaction with technology through intelligent design and functionality.
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