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:
Jun. 29, 2021

Filed:

Jun. 18, 2018
Applicant:

Vettd, Inc., Bellevue, WA (US);

Inventors:

Andrew Buhrmann, Redmond, WA (US);

Michael Buhrmann, North Bend, WA (US);

Ali Shokoufandeh, New Hope, PA (US);

Jesse Smith, Bellevue, WA (US);

Assignee:

Vettd, Inc., Bellevue, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/00 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 5/02 (2006.01); G06N 5/00 (2006.01); G06F 40/211 (2020.01); G06F 40/216 (2020.01); G06F 40/247 (2020.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/9024 (2019.01); G06F 40/211 (2020.01); G06F 40/216 (2020.01); G06F 40/247 (2020.01); G06F 40/295 (2020.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); G06N 5/003 (2013.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01);
Abstract

A microprocessor executable method transforms unstructured natural language texts by way of a preprocessing pipeline into a structured data representation of the entities described in the original text. The structured data representation is conducive to further processing by machine methods. The transformation process is learned by a machine learned model trained to identify relevant text segments and disregard irrelevant text segments The resulting structured data representation is refined to more accurately represent the respective entities.


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