Wen-tau Yih

Title: Innovations of Wen-Tau Yih: Pioneering Techniques in Entity Linking and Computational Models

Introduction: Wen-Tau Yih, an accomplished inventor based in Redmond, WA, is known for his significant contributions to the field of technology through his 11 patents. His innovative work primarily focuses on enhancing information retrieval and processing using advanced machine learning techniques.

Latest Patents: Two of his most recent patents demonstrate his cutting-edge approach. The first patent, titled "Distant supervision for entity linking with filtering of noise," outlines a method for processing documents efficiently and accurately. This technique generates initial training examples that associate entity mentions with their corresponding identifiers, filters out noisy examples, and employs a machine-learning process to create a linking component. This component can be utilized in various applications, such as search systems and document-creation platforms.

The second patent, "Computational-model operation using multiple subject representations," describes a computing unit's capability to determine multiple representations associated with statements. This innovation facilitates determining mathematical relationships between subject and attribute representations for various statements, thereby enhancing the output of query representations through a sophisticated computational model.

Career Highlights: Wen-Tau Yih plays a pivotal role at Microsoft Technology Licensing, LLC, where his work directly influences the company's research and development efforts in machine learning and information processing. His extensive patent portfolio underscores his expertise and commitment to advancing technology within the industry.

Collaborations: Throughout his career, Yih has collaborated with esteemed colleagues, including Joshua T Goodman and Christopher A Meek. These collaborations have contributed to knowledge sharing and innovation within their respective fields, fostering a dynamic environment for technological advancements.

Conclusion: Wen-Tau Yih stands out as a leading inventor in the technology industry, with his patents reflecting a deep understanding of complex information systems. His work continues to pave the way for future innovations, making significant strides in how entities are linked and processed through advanced computational techniques.