logo

For the Inventor, By the Inventor

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.

Patent No.:

US 10810373 B1

PDFFull Text
Date of Patent:
Oct. 20, 2020

Filed:

Oct. 30, 2018

Systems and methods for unsupervised neologism normalization of electronic content using embedding space mapping

Applicant:

Oath Inc., Dulles, VA (US);

Inventors:

Aasish Pappu, New York, NY (US);

Kapil Thadani, New York, NY (US);

Nasser Zalmout, Abu Dhabi, AE;

Assignee:

Oath Inc., Dulles, VA (US);

Attorney:

Bookoff McAndrews, PLLC

Primary Examiner:

Satwant K Singh

Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06F 40/284 (2020.01); G06N 20/00 (2019.01); G06F 16/31 (2019.01); G06F 16/33 (2019.01); G06F 40/30 (2020.01); G06F 40/232 (2020.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G06F 40/284 (2020.01); G06F 16/31 (2019.01); G06F 16/3344 (2019.01); G06F 40/232 (2020.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
Abstract

Systems and methods are disclosed for utilizing a comment moderation bot for detecting and normalizing neologisms in social media. One method comprises transmitting, by a neologism normalization system, a comment moderation bot for detecting neologisms on an online platform maintained by one or more publisher systems. The comment moderation bot may aggregate data related to user comments and transmit the aggregated data to the neologism normalization system for further processing. The neologism normalization system implements unsupervised machine learning models for detecting neologisms in the aggregated data through tokenization and filtering; and normalizing the neologisms through similarity analysis and lattice decoding.

Find Patent Forward Citations

Loading…