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.

Date of Patent:
May. 09, 2023

Filed:

Aug. 20, 2020
Applicant:

Walmart Apollo, Llc, Bentonville, AR (US);

Inventors:

Sakib Abdul Mondal, Bangalore, IN;

Tuhin Bhattacharya, Kolkata, IN;

Assignee:

Walmart Apollo, LLC, Bentonville, AR (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/35 (2019.01); G06F 16/33 (2019.01); G06F 16/335 (2019.01); G06F 16/332 (2019.01); G06N 20/00 (2019.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 16/335 (2019.01); G06F 16/3329 (2019.01); G06F 16/3334 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for unified attribute extraction are disclosed. A set of product data including at least one text-based description of each of the products in the set of products is received and at least one closed list attribute is extracted from the at least one text-based description of each of the products. The at least one closed list attribute is extracted by an attribute extraction model configured to implement an extended conditional random field (XCRF) process. A set of attributes including each of the at least one closed list attributes extracted from the at least one text-based description of each of the products in the set of products is output.


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