Company Filing History:
Years Active: 2018-2019
Title: Innovations of Robert Thomas Olszewski
Introduction
Robert Thomas Olszewski is an accomplished 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
One of his latest patents 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 notable 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 assigns greater penalties for misclassifying lower-quality translations.
Career Highlights
Robert Thomas Olszewski is currently employed at Amazon Technologies, Inc., where he continues to innovate in the field of machine translation. His work has been instrumental in advancing the technology used in various applications, enhancing the user experience in language translation.
Collaborations
Throughout his career, Olszewski has collaborated with notable colleagues, including Michael Denkowski and Alon Lavie. These collaborations have contributed to the development of cutting-edge technologies in machine translation.
Conclusion
Robert Thomas Olszewski is a prominent inventor whose work in statistical machine translation has led to significant advancements in the field. His patents reflect a commitment to improving translation systems, making them more effective and reliable.
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