Company Filing History:
Years Active: 2018-2021
Title: Innovations of Jonathan R. Scally
Introduction
Jonathan R. Scally is an accomplished inventor based in Arlington, VA. He holds a total of 7 patents that showcase his expertise in natural language processing and domain classification. His innovative work has significantly contributed to advancements in technology and artificial intelligence.
Latest Patents
One of his latest patents is titled "Hybrid classifier for assigning natural language processing (NLP) inputs to domains in real-time." This patent discloses systems and methods for domain classification in natural language processing based on domains. The method involves generating a trigram corpus for classification, utilizing a trigram analysis of a domain model that contains a hierarchical ontology and semantic construction. This approach maps patterns of semantic tokens to syntactic patterns. The input string is parsed and tokenized within each domain, allowing for the determination of relevancy for each domain concerning the input text. This innovative system avoids reliance on existing annotated domain corpora and enables rapid regeneration of the classifier when domain models are frequently updated.
Another significant patent is "Real-time parsing and suggestions from pre-generated corpus with hypernyms." This patent outlines systems and methods of natural language processing in environments lacking an existing corpus. The method defines an input grammar specific to a chosen domain, incorporating both domain-specific knowledge and general grammatical knowledge. It identifies groups of tokens with syntactic and semantic equivalence, assembling them into hypernyms that include a semantic output for each token. A corpus of possible combinations of hypernyms and fields is created, generating a data structure that maps each combination to a partial semantic output for later processing.
Career Highlights
Jonathan has worked with notable companies such as Oath Inc. and Verizon Media Inc. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects.
Collaborations
Throughout his career, Jonathan has collaborated with talented individuals, including Nicholas L. Cassimatis and Naveen Sundar Govindarajulu. These collaborations have fostered a creative environment that has led to significant advancements in their respective fields.
Conclusion
Jonathan R. Scally's contributions to the field of natural language processing and his innovative patents demonstrate his commitment to advancing technology. His work continues to influence the development of intelligent systems and applications.