This inventor holds 3 USPTO granted patents. Top assignee: Amazon Technologies, Inc.. Active years: 2018-2019.
Company Filing History:
Years Active: 2018-2019
Title: Matthew Ryan Fiorillo: Innovator in Statistical Machine Translation
Introduction
Matthew Ryan Fiorillo is a notable inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of statistical machine translation, holding a total of 3 patents. His work focuses on enhancing the capabilities of machine translation systems, making them more efficient and adaptable.
Latest Patents
Fiorillo's latest patent is titled "Optimized Statistical Machine Translation System with Rapid Adaptation Capability." This patent discloses technologies for statistical machine translation, including extensions to conventional machine translation pipelines. The innovations involve the use of multiple domain-specific and non-domain-specific dynamic language translation models, cluster-based language models, and large-scale discriminative training. Additionally, incremental update technologies are introduced for updating machine translation systems in areas such as word alignment, translation modeling, language modeling, and parameter estimation. A key feature of this patent is the runtime machine translation quality classifier, which estimates the quality of translations without reference translations. This classifier is designed to address imbalances in training instances and to impose greater penalties for misclassifying lower-quality translations.
Career Highlights
Matthew Ryan Fiorillo is currently employed at Amazon Technologies, Inc., where he continues to develop innovative solutions in machine translation. His work has significantly impacted the efficiency and accuracy of translation systems, making them more responsive to user needs.
Collaborations
Fiorillo has collaborated with notable colleagues, including Michael Denkowski and Alon Lavie. These partnerships have fostered a collaborative environment that enhances the development of advanced machine translation technologies.
Conclusion
Matthew Ryan Fiorillo is a prominent figure in the field of statistical machine translation, with a focus on optimizing translation systems for better performance. His contributions through patents and collaborations continue to shape the future of language technology.