Haiyu Yao

Title: Innovations of Haiyu Yao in Machine Translation

Introduction

Haiyu Yao is an accomplished inventor based in Seattle, Washington. He has made significant contributions to the field of machine translation, particularly through his innovative approach to neural networks. His work has the potential to enhance the accuracy and efficiency of translation systems.

Latest Patents

Haiyu Yao holds a patent for a system titled "Machine translation with adapted neural networks." This translation system receives examples of translations between a first language and a second language. In response to receiving a request to translate a source text from the first language to the second language, the system ranks the examples based on their applicability to one or more portions of the source text. The system performs additional training of a neural network that was pre-trained to translate from the first language to the second language, where the additional training is based on one or more top-ranking examples. Ultimately, the system translates the source text to the second language using the additionally trained neural network.

Career Highlights

Haiyu Yao is currently employed at Amazon Technologies, Inc., where he continues to develop and refine his innovative ideas in machine translation. His work at Amazon has allowed him to collaborate with leading experts in the field, further enhancing the impact of his inventions.

Collaborations

Some of his notable coworkers include Prashant Mathur and Georgiana Dinu. Their collaboration has contributed to the advancement of machine translation technologies within the company.

Conclusion

Haiyu Yao's contributions to machine translation through his patented innovations demonstrate his expertise and commitment to advancing technology in this field. His work has the potential to significantly improve translation systems, making communication across languages more accessible and efficient.