Zhen Shu

Title: Zhen Shu: Innovator in Clarification Question Generation and Sentence Embedding

Introduction

Zhen Shu is a prominent inventor based in Changsha, China. He has made significant contributions to the fields of artificial intelligence and natural language processing. With a total of three patents to his name, Zhen Shu is recognized for his innovative approaches to generating clarification questions and enhancing sentence embeddings.

Latest Patents

Zhen Shu's latest patents include a method, system, electronic device, and storage medium for clarification question generation. This invention provides a comprehensive method for extracting entity information from a user's fuzzy context input. It utilizes a pre-built clarification question generation neural network model to create clarification question templates and generate relevant questions for users. Another notable patent is a device and text representation method applied to sentence embedding. This invention focuses on determining parent and child words, obtaining hidden interaction states, and generating sentence embeddings through a two-level interaction representation. This method significantly improves the accuracy and efficiency of sentence embeddings compared to traditional models.

Career Highlights

Zhen Shu has worked at the National University of Defense Technology, where he has contributed to various research projects. His work has been instrumental in advancing the understanding of natural language processing and artificial intelligence applications.

Collaborations

Zhen Shu has collaborated with notable colleagues, including Honghui Chen and Fei Cai. Their combined expertise has fostered innovative research and development in their respective fields.

Conclusion

Zhen Shu's contributions to the fields of clarification question generation and sentence embedding demonstrate his commitment to innovation and excellence. His work continues to influence advancements in artificial intelligence and natural language processing.