Zi Yin

Title: **Innovative Contributions of Inventor Zi Yin**

Introduction

Zi Yin is a talented inventor based in Stanford, California, known for his noteworthy contributions in the field of technology. With a total of three patents to his name, he continuously pushes the boundaries of innovation, particularly in the realm of natural language processing and query systems.

Latest Patents

One of Zi Yin's latest innovations is his patent concerning a "Query rewriting and interactive inquiry framework." This invention presents a system and method for converting natural language queries into standard queries through a sequence-to-sequence neural network. When a natural language query is received, it is transformed into a standard query using this model, which may incorporate an attention layer. A search is then executed using the standard query, returning various documents that are scored based on the conditional entropy determined from the natural language query and the document.

Career Highlights

Zi Yin is currently employed at Microsoft Technology Licensing, LLC, where he has further honed his skills as an inventor. His work exemplifies the intersection of technology and artificial intelligence, positioning him as a prominent figure within his field.

Collaborations

During his career, Zi Yin has collaborated with notable colleagues, including Keng-hao Chang and Ruofei Zhang. These collaborations foster an environment of shared innovation and creative problem-solving, contributing to the advancement of their collective research projects.

Conclusion

With his impressive patent portfolio and innovative spirit, Zi Yin represents the forefront of technological advancement. His work is paving the way for future developments in query systems and natural language processing, showcasing the significant impact inventors can have on technology and society at large.