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:
Oct. 07, 2025

Filed:

May. 06, 2022
Applicant:

Greyb Research Private Limited, Chandigarh, IN;

Inventors:

Mahesh Maan, Mohali, IN;

Shikhar Verma, Mohali, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/353 (2025.01); G06F 17/18 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/353 (2019.01); G06F 17/18 (2013.01); G06N 20/00 (2019.01);
Abstract

A method and a system for identifying an objective from documents is disclosed. In some embodiment, the method includes determining a correlation of each of a plurality of keywords extracted from a set of documents with respect to each class within a set of predefined classes. The method further includes determining a first set of keywords from the plurality of keywords. The method further includes identifying a set of data samples comprising a first plurality of sentences and a second plurality of sentences. The method further includes computing a statistical significance value of each keyword in the first set of keywords with respect to the first plurality of sentences. The method further includes generating a first set of features by discarding at least one keyword from the first set of keywords. The method further includes training a machine learning model to identify an objective of a document.


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