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:
Nov. 01, 2022
Filed:
Jun. 11, 2019
Amazon Technologies, Inc., Seattle, WA (US);
Thiruvarul Selvan Senthivel, Snoqualmie, WA (US);
Varun Sembium Varadarajan, Bothell, WA (US);
Borui Zhang, Seattle, WA (US);
Tiberiu Mircea Doman, Kirkland, WA (US);
Parminder Bhatia, Seattle, WA (US);
Arun Kumar Ravi, Kirkland, WA (US);
Mohammed Khalilia, Seattle, WA (US);
Emine Busra Celikkaya, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques for entity and relationship detect from unstructured text as a service are described. A service may receive a request to identify entities within a provided unstructured text element, and the service may segment and tokenize the unstructured text and send the result to multiple services implementing multiple deep machine learning models trained to identify particular entities. The service may send additional requests to an additional service or services implementing additional deep machine learning models to identify relationships between detected attributes and ones of the detected entities. The outputs from all services can be analyzed and consolidated into a single result that identifies the entities, any attributes of the entities, and confidence scores indicating the confidence in each detected entity.