Company Filing History:
Years Active: 2011-2025
Title: The Innovative Contributions of Yi Mao
Introduction
Yi Mao is a prominent inventor based in Redmond, WA (US), known for his significant contributions to the field of technology. With a total of 4 patents to his name, he has made strides in improving generative language models and enhancing the accuracy of label inference systems.
Latest Patents
One of Yi Mao's latest patents focuses on "Reducing biases of generative language models." This innovation describes a method for reducing training bias in outputs generated by a generative language model. The process involves obtaining a communication segment associated with a communication, generating an output value, and mapping it to a set of training bias values. By doing so, an alternative output value is generated, which improves the accuracy of segment outputs by reducing or eliminating training biases.
Another notable patent is titled "Learning with noisy labels from multiple judges." This system and method infer true labels for multiple items based on judgments from various judges. The method includes determining judge expertise and item difficulties, selecting improved labels, and performing an iterative procedure to ascertain true labels. This innovation represents a significant advancement in the field of machine learning and data labeling.
Career Highlights
Yi Mao is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions that address complex challenges in technology. His work has garnered attention for its practical applications and potential impact on the industry.
Collaborations
Throughout his career, Yi Mao has collaborated with talented individuals such as Qiang Wu and Syed Muhammad Mujahid Hassan. These collaborations have contributed to the development of groundbreaking technologies and have fostered a creative environment for innovation.
Conclusion
Yi Mao's contributions to technology, particularly in the realm of generative language models and label inference systems, highlight his role as a leading inventor. His work at Microsoft Technology Licensing, LLC, along with his collaborations, showcases his commitment to advancing the field of technology through innovative solutions.
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