Thi Kim Phung Lai

Title: Innovations of Thi Kim Phung Lai

Introduction

Thi Kim Phung Lai is an accomplished inventor based in Kearny, NJ (US). She has made significant contributions to the field of natural language processing, particularly in enhancing user privacy. Her innovative work focuses on preserving user-entity differential privacy in natural language modeling.

Latest Patents

Lai holds a patent for a system that generates a natural language model while ensuring user-entity differential privacy. The patent describes systems, methods, and non-transitory computer-readable media that can sample sensitive data points from a natural language dataset. Using these sampled data points, the system determines gradient values corresponding to the natural language model. It generates noise for the model and creates parameters using the gradient values and noise, thus protecting both users and sensitive entities associated with the dataset. The natural language model can be generated through an iterative process, allowing for continuous improvement and privacy protection.

Career Highlights

Lai is currently employed at Adobe, Inc., where she applies her expertise in natural language processing and privacy protection. Her work has been instrumental in developing innovative solutions that address privacy concerns in technology.

Collaborations

Some of her notable coworkers include Tong Sun and Rajiv Jain, who collaborate with her on various projects at Adobe, Inc.

Conclusion

Thi Kim Phung Lai is a pioneering inventor whose work in natural language modeling and privacy protection is shaping the future of technology. Her contributions are vital in ensuring user privacy while advancing the capabilities of natural language processing systems.