Zaixiang Zheng

Title: **Zaixiang Zheng: Innovator in Neural Machine Translation**

Introduction:

Zaixiang Zheng, located in Beijing, China, is a notable inventor with a focus on advancements in neural machine translation. His innovative work has contributed to the field, specifically in vocabulary generation techniques that enhance translation efficiency.

Latest Patents:

Zaixiang Zheng holds a patent titled **"Vocabulary generation for neural machine translation."** This patent involves methods, devices, and computer program products designed to create a destination vocabulary from a source vocabulary. The process includes determining a group of candidate vocabularies from the source based on a corpus, with varying sizes compared to the source vocabulary. By obtaining marginal scores for these candidate vocabularies based on corpus entropy and vocabulary size, Zheng's method selects the optimal destination vocabulary to improve overall translation performance.

Career Highlights:

Currently, Zaixiang Zheng is employed at **Beijing Youzhuju Network Technology Co., Ltd.** His work primarily revolves around innovative techniques in machine learning and natural language processing, aimed at making advancements in how machines understand and process human language.

Collaborations:

In his research endeavors, Zheng has collaborated with colleagues such as Jingjing Xu and Chun Gan. These professionals contribute their expertise to enhance the development of methods that address the complexities involved in neural machine translation.

Conclusion:

Zaixiang Zheng's contributions to the field of neural machine translation showcase the importance of innovation in technology. With his patented methods, he has paved the way for improved vocabulary generation techniques that have the potential to transform machine translation capabilities. As a dedicated inventor, Zheng continues to inspire others in the field through his commitment to advancing technological frontiers.