Company Filing History:
Years Active: 2023-2025
Title: Innovations by Eric J Nowell
Introduction
Eric J Nowell is an accomplished inventor based in Kirkland, WA (US). He has made significant contributions to the field of machine translation, holding two patents that showcase his innovative approach to enhancing translation systems.
Latest Patents
One of Eric's latest patents is titled "Selectively tuning machine translation models for custom machine translations." This invention involves selectively tuning machine learning translation models to provide tailored translations. The process begins with a request to translate input text from one language to another. A tuning data set is identified and searched to select pairs of texts that align with the input text. The machine learning model is then fine-tuned using only the second texts in the selected pairs, resulting in improved translation accuracy.
Another notable patent is "Machine translation with adapted neural networks." This system receives translation examples between two languages and ranks them based on their relevance to the source text. Upon receiving a translation request, the system performs additional training on a pre-trained neural network using the top-ranking examples. This additional training enhances the neural network's ability to translate the source text effectively.
Career Highlights
Eric J Nowell is currently employed at Amazon Technologies, Inc., where he continues to innovate in the field of machine translation. His work focuses on improving the efficiency and accuracy of translation systems, making them more adaptable to user needs.
Collaborations
Eric collaborates with talented individuals such as Prashant Mathur and Georgiana Dinu, contributing to a dynamic and innovative work environment.
Conclusion
Eric J Nowell's contributions to machine translation through his patents reflect his commitment to advancing technology in this field. His work at Amazon Technologies, Inc. continues to influence the way languages are translated, making communication more accessible and efficient.