George Foster

Title: Innovations of George Foster

Introduction

George Foster is a notable inventor based in Ottawa, Canada. He has made significant contributions to the field of machine translation, particularly through the use of neural network models. With a total of five patents to his name, Foster's work has advanced the capabilities of language translation technologies.

Latest Patents

One of George Foster's latest patents focuses on machine translation using neural network models. This patent describes methods, systems, and apparatus, including computer programs encoded on computer storage media, for translating text from one language to another using a neural network model. The model incorporates an encoder neural network that consists of multiple bidirectional recurrent neural network layers. The encoding vectors are processed through a multi-headed attention module, which generates several attention context vectors for each encoding vector. A decoder neural network then produces a sequence of decoder output vectors based on these attention context vectors. These output vectors represent distributions over various language elements in the target language, enabling accurate translations of the original text.

Career Highlights

Throughout his career, George Foster has worked with prominent organizations such as Google Inc. and the National Research Council of Canada. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking innovations in machine translation.

Collaborations

George Foster has collaborated with notable colleagues, including Wolfgang Macherey and Zhifeng Chen. Their combined expertise has further enhanced the development of advanced translation technologies.

Conclusion

George Foster's contributions to machine translation through neural networks exemplify the impact of innovative thinking in technology. His patents and collaborations reflect a commitment to improving communication across languages, making him a significant figure in the field of invention.