Richard Caneba

Title: Richard Caneba: Innovator in Natural Language Processing

Introduction

Richard Caneba is a notable inventor based in Sunnyvale, CA, with a focus on advancements in natural language processing (NLP). He holds a total of 4 patents that showcase his innovative contributions to the field. His work emphasizes the development of systems and methods that enhance the classification and processing of language inputs in real-time.

Latest Patents

One of Richard's latest patents is titled "Hybrid classifier for assigning natural language processing (NLP) inputs to domains in real-time." This invention discloses systems and methods for domain classification in NLP, which includes generating a trigram corpus for classification based on a trigram analysis of a domain model. The method allows for the parsing and tokenization of input strings within each domain, determining the relevancy of each domain to the input text. This approach 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 invention outlines systems and methods for NLP in environments lacking existing corpora. It involves defining an input grammar specific to a chosen domain and identifying groups of tokens with syntactic and semantic equivalence. The resulting hypernyms are combined with fields to create a corpus of possible combinations, which is then mapped to partial semantic outputs for later processing.

Career Highlights

Richard has worked with prominent companies such as Oath Inc. and Verizon Media Inc., where he has applied his expertise in natural language processing. His career reflects a commitment to advancing technology in the field of language understanding and classification.

Collaborations

Throughout his career, Richard has collaborated with talented individuals, including Jonathan R. Scally and Nicholas L. Cassimatis. These collaborations have contributed to the development of innovative solutions in natural language processing.

Conclusion

Richard Caneba's contributions to natural language processing through his patents and career achievements highlight his role as an innovator in the field. His work continues to influence advancements in how language inputs are classified and processed in real-time.