The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 08, 2020
Filed:
Oct. 22, 2018
Machine learning model for identifying offensive, computer-generated natural-language text or speech
Ca, Inc., Islandia, NY (US);
Ronald Doyle, Islandia, NY (US);
Stephen Tyler, Islandia, NY (US);
CA, Inc., San Jose, CA (US);
Abstract
Provided is a process that includes: obtaining a training set of n-grams labeled as offensive; causing a machine learning model to be trained based on the training set of n-grams, wherein the machine learning model, when trained, is configured to classify natural language text as offensive or non-offensive; obtaining input natural language text expressing a computer-generated utterance; classifying after causing training, the computer-generated utterance as offensive or non-offensive using the machine learning model; and causing an output to be provided to a recipient, the output being based on whether the machine learning model classifies the computer-generated utterance as offensive or non-offensive.