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:
Dec. 26, 2023

Filed:

Jul. 01, 2019
Applicant:

Educational Testing Service, Princeton, NJ (US);

Inventors:

Aoife Cahill, Lawrence Township, NJ (US);

Martin Chodorow, New York, NY (US);

Michael Flor, Lawrenceville, NJ (US);

Assignee:

Educational Testing Service, Princeton, NJ (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G09B 7/02 (2006.01); G06F 16/28 (2019.01); G06F 40/253 (2020.01); G06N 20/20 (2019.01); G06F 40/30 (2020.01); G06N 20/10 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G09B 7/02 (2013.01); G06F 16/285 (2019.01); G06F 40/253 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01);
Abstract

Systems and methods are provided for processing a group of essays to develop a classifier that detects nonsensical computer-generated essays. A data structure associated with a group of essays is accessed, wherein the group of essays includes nonsensical computer-generated essays and good-faith essays. Both the nonsensical computer-generated essays and the good-faith essays are assigned feature values. The distribution of feature values between the nonsensical computer-generated essays and the good-faith essays is measured. A classifier that detects whether an essay is a nonsensical computer-generated essay is developed, wherein the classifier is developed using the distribution of feature values.


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