Location History:
- San Francisco, CA (US) (2021 - 2022)
- Sunnyvale, CA (US) (2023)
Company Filing History:
Years Active: 2021-2023
Title: Innovations by Teresa Anna Marshall
Introduction
Teresa Anna Marshall is an accomplished inventor based in Sunnyvale, California. She has made significant contributions to the field of structured text translation, holding three patents that showcase her innovative approaches. Her work is particularly relevant in today's globalized world, where effective communication across languages is essential.
Latest Patents
One of Teresa's latest patents is titled "Systems and methods for structured text translation with tag alignment." This invention outlines a comprehensive approach for translating structured text, which includes an embedding module for encoding and embedding source text in a first language. The process involves an encoder that encodes the output of the embedding module, followed by a decoder that iteratively decodes the output based on generated tokens in the translated text from previous iterations. A beam module is utilized to constrain the output of the decoder concerning possible embedded tags for the current iteration, employing a beam search technique. Additionally, a layer is included for selecting a token to be incorporated into the translated text for the current iteration, ensuring that the translated text is in a second language different from the first. The invention also features scoring and pointer modules that assist in selecting the token based on the output of the beam module or by referencing the source text or training pair that best matches the source text.
Career Highlights
Teresa currently works at Salesforce.com, Inc., where she continues to develop her innovative ideas and contribute to advancements in technology. Her expertise in structured text translation has positioned her as a valuable asset in her field.
Collaborations
Throughout her career, Teresa has collaborated with talented individuals such as Kazuma Hashimoto and Raffaella Buschiazzo. These collaborations have further enriched her work and expanded the impact of her inventions.
Conclusion
Teresa Anna Marshall is a pioneering inventor whose work in structured text translation is shaping the future of communication technology. Her patents reflect her commitment to innovation and her ability to address complex challenges in language translation.