Location History:
- New York City, NY (US) (2022)
- New York, NY (US) (2023)
Company Filing History:
Years Active: 2022-2023
Title: Lili Yu - Innovator in Natural Language Processing
Introduction
Lili Yu is a prominent inventor based in New York, NY (US). She has made significant contributions to the field of natural language processing, holding 2 patents that showcase her innovative approach to technology.
Latest Patents
One of her latest patents is titled "Clarification of natural language requests using neural networks." This invention addresses the challenges faced by users of automated natural language systems when submitting ambiguous or incomplete requests. The system employs interactive techniques to obtain clarification from users, allowing for a more accurate response. By processing a user's initial request, the system computes category scores for potential request categories, determining if clarification is necessary. If so, it selects tags to formulate clarification questions, enhancing user interaction and satisfaction.
Another notable patent is "File matching with rationale alignment using neural networks and an optimal transport algorithm." This invention describes a method for matching input files to a variety of datastore files while displaying the rationale for the match. Neural networks are utilized to create vector representations of both the input and datastore files. The system computes the cost of pairing these vector representations and employs an optimal transport algorithm to identify the best match based on the lowest total cost of alignment. This innovative approach not only improves file matching efficiency but also provides users with a clear rationale for the matches made.
Career Highlights
Lili Yu is currently employed at Asapp, Inc., where she continues to develop cutting-edge technologies in natural language processing. Her work has garnered attention for its practical applications and innovative methodologies.
Collaborations
Throughout her career, Lili has collaborated with talented individuals such as Tao Lei and Kyle Swanson. These partnerships have contributed to her success and the advancement of her projects.
Conclusion
Lili Yu is a remarkable inventor whose work in natural language processing is paving the way for more intuitive and effective automated systems. Her patents reflect her dedication to innovation and her impact on the technology landscape.