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:
Mar. 30, 2021
Filed:
Dec. 06, 2016
Applicant:
Xerox Corporation, Norwalk, CT (US);
Inventors:
Fenglong Ma, Amherst, NY (US);
Radha Chitta, Webster, NY (US);
Jing Zhou, Pittsford, NY (US);
Palghat S. Ramesh, Pittsford, NY (US);
Tong Sun, Penfield, NY (US);
Saurabh Singh Kataria, Sunnyvale, CA (US);
Assignee:
Conduent Business Services, LLC, Florham Park, NJ (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06N 5/04 (2006.01); G06F 17/27 (2006.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 3/063 (2006.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06N 3/0445 (2013.01); G06N 3/063 (2013.01);
Abstract
A long-term memory network method and system for text comprehension. A recurrent neural network can be provided, which includes an external memory module and a long-short term memory unit, wherein said recurrent neural network encodes raw text information into vector representations, forms memories, finds relevant sentences to answer questions, and generates multi-word answers to said questions utilizing the long short term memory unit.