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:
Aug. 30, 2022
Filed:
Mar. 10, 2020
International Business Machines Corporation, Armonk, NY (US);
Pavan Kapanipathi Bangalore, Westchester, NY (US);
Kartik Talamadupula, Port Chester, NY (US);
Veronika Thost, Cambridge, MA (US);
Siva Sankalp Patel, White Plains, NY (US);
Ibrahim Abdelaziz, Tarrytown, NY (US);
Avinash Balakrishnan, Elmsford, NY (US);
Maria Chang, Irvington, NY (US);
Kshitij Fadnis, Astoria, NY (US);
Chulaka Gunasekara, New Hyde Park, NY (US);
Bassem Makni, Bellevue, WA (US);
Nicholas Mattei, New Orleans, LA (US);
Achille Belly Fokoue-Nkoutche, White Plains, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
One embodiment of the invention provides a method for natural language processing (NLP). The method comprises extracting knowledge outside of text content of a NLP instance by extracting a set of subgraphs from a knowledge graph associated with the text content. The set of subgraphs comprises the knowledge. The method further comprises encoding the knowledge with the text content into a fixed size graph representation by filtering and encoding the set of subgraphs. The method further comprises applying a text embedding algorithm to the text content to generate a fixed size text representation, and classifying the text content based on the fixed size graph representation and the fixed size text representation.