Ye Xing

Title: Ye Xing - Innovator in Synthetic Data Generation

Introduction

Ye Xing is an accomplished inventor based in Wellesley, MA (US). She has made significant contributions to the field of synthetic data generation, particularly in the context of query generation. Her innovative work has the potential to enhance the efficiency and accuracy of data processing systems.

Latest Patents

Ye Xing holds a patent for the "Generation of synthetic data for query generation." This patent describes systems, methods, devices, and computer-readable storage media that provide techniques for generating synthetic data for use in query generation. The invention involves using a pair comprising a natural language (NL) query and a query language (QL) query, along with predicted catalog information, to prompt a large language model (LLM) to generate an augmented pair that serves as a variation of the original pair. The synthetic data generated includes this augmented pair. Additionally, the invention allows for receiving feedback on a QL query generated by the LLM, leading to the creation of a corrected pair that meets the criteria of a data store.

Career Highlights

Ye Xing is currently employed at Microsoft Technology Licensing, LLC, where she continues to develop her innovative ideas and contribute to advancements in technology. Her work focuses on improving data generation techniques, which are crucial for various applications in the tech industry.

Collaborations

Ye Xing collaborates with talented individuals such as Xinye Tang and Mahan Das, who contribute to her projects and enhance the overall innovation process.

Conclusion

Ye Xing's contributions to synthetic data generation exemplify the impact of innovative thinking in technology. Her patent and work at Microsoft Technology Licensing, LLC highlight her role as a leading inventor in this field.