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:
Mar. 31, 2020

Filed:

Dec. 08, 2017
Applicant:

General Electric Company, Schenectady, NY (US);

Inventors:

Varish Vyankatesh Mulwad, Niskayuna, NY (US);

Kareem Sherif Aggour, Niskayuna, NY (US);

Assignee:

General Electric Company, Schenectady, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/21 (2006.01); G06F 17/27 (2006.01); G06F 16/38 (2019.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06F 17/2785 (2013.01); G06F 16/38 (2019.01); G06F 17/277 (2013.01); G06F 17/278 (2013.01); G06F 17/2715 (2013.01); G06N 5/00 (2013.01);
Abstract

According to some embodiments, a system and method are provided to extract relationships from unstructured text documents. The method comprises receiving a training set of sentences that comprise labeled objects and subjects for creating an initial relationship model. A set of unlabeled sentences may be received. Objects and subjects from the set of unlabeled sentences are determined based on the initial model and the determined objects and subjects from the set of unlabeled sentences are displayed to a user for feedback and approval. An indication of whether the determined objects and subjects from the set of unlabeled sentences are correct is received and the initial relationship model is updated based on the received indication.


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