Yiming Wang

Title: Innovations of Yiming Wang in Machine Translation and Skill Recommendation

Introduction

Yiming Wang, an accomplished inventor based in Sunnyvale, CA, has made significant contributions in the fields of machine translation and skill recommendation systems. With a total of two patents under his name, Wang's work involves sophisticated techniques that leverage advanced technology to enhance user experiences in various applications.

Latest Patents

Yiming Wang's latest innovations include groundbreaking patents that focus on two key areas:

1. **Machine Translation of Entities**: This patent describes a methodology that incorporates taxonomy information into a cross-lingual entity graph. By inputting this taxonomy-informed cross-lingual entity graph into a graph neural network, Wang's invention computes semantic alignment scores for node pairs. These scores are crucial in determining the validity of machine translations, showcasing a new way of improving translation accuracy through advanced computational techniques.

2. **Techniques for Suggesting Skills**: In this patent, Wang introduces a novel approach to ranking skills using an ensemble machine learning technique. The method combines outputs from two heterogeneous machine-learned models to rank a set of skills potentially possessed by users of online services. By utilizing a concept known as 'boosting', where a weaker model is enhanced by a stronger one, this approach achieves superior results compared to standalone models. The scalability of this method offers significant advantages over traditional heuristic-based strategies.

Career Highlights

Yiming Wang's career is marked by his role at Microsoft Technology Licensing, LLC, where he continues to push the boundaries of digital innovation. His contributions not only advance the capabilities of machine translation systems but also enhance how users interact with online services.

Collaborations

Throughout his career, Wang has collaborated with notable colleagues, including Xiao Yan and Jaewon Yang. Their teamwork has facilitated the development of pioneering technologies, further establishing their collective impact in the tech industry.

Conclusion

Yiming Wang's inventive spirit and dedication to improving machine translation and skill recommendation systems has set him apart as a leading figure in technology. With his innovative patents, he continues to contribute to advancements that make significant differences in user engagement and experience across digital platforms.