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:
Jan. 04, 2022

Filed:

Sep. 12, 2019
Applicant:

Wipro Limited, Bangalore, IN;

Inventors:

Sibsambhu Kar, Bangalore, IN;

Sriram Chaudhury, Bangalore, IN;

Vinutha Bangalore Narayanamurthy, Bangalore, IN;

Assignee:

Wipro Limited, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/205 (2020.01); G06N 20/10 (2019.01); G06N 3/08 (2006.01); G06F 40/166 (2020.01); G06F 40/284 (2020.01); G06K 9/66 (2006.01); G06K 9/62 (2006.01); G06N 5/04 (2006.01); G06F 17/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/205 (2020.01); G06F 40/166 (2020.01); G06F 40/284 (2020.01); G06N 3/08 (2013.01); G06N 20/10 (2019.01); G06K 9/6262 (2013.01); G06K 9/6276 (2013.01); G06K 9/66 (2013.01); G06N 5/046 (2013.01);
Abstract

A method and a system of determining a relation between two or more entities in a text document is disclosed. In an embodiment, the method may include receiving training text data annotated with two or more entities, and creating one or more n-grams based on the training text data. The method may further include generating a Convolutional Neural Network (CNN) model using the one or more n-grams, and creating an entity vector using at least one of a word embedding and a numeric embedding based on the training text data. The method may further include generating a relation-entity model using the CNN model and the entity vector.


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