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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 10824819 B1

PDFFull Text
Date of Patent:
Nov. 03, 2020

Filed:

May. 20, 2020

Generating word vectors by recurrent neural networks based on n-ary characters

Applicant:

Alibaba Group Holding Limited, George Town, KY;

Inventors:

Shaosheng Cao, Hangzhou, CN;

Jun Zhou, Hangzhou, CN;

Assignee:

ALIBABA GROUP HOLDING LIMITED, George Town, KY;

Attorney:

Seed IP Law Group LLP

Primary Examiner:

Martin Lerner

Int. Cl.
CPC ...
G06F 40/279 (2020.01); G06F 40/284 (2020.01); G06N 3/04 (2006.01); G06N 20/00 (2019.01); G06F 40/40 (2020.01); G06F 40/30 (2020.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 40/40 (2020.01); G06F 40/30 (2020.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01);
Abstract

Implementations of the present specification disclose methods, apparatuses, and devices for generating word vectors. The method includes: obtaining individual words by segmenting a corpus; establishing a feature vector of each word based on n-ary characters; training a recurrent neural network based on the feature vectors of the obtained words and feature vectors of context words associated with the obtained words in the corpus; and generating a word vector for each obtained word based on the feature vector of the obtained word and the trained recurrent neural network.

Find Patent Forward Citations

Cao, Shaosheng. (2020). Generating word vectors by recurrent neural networks based on n-ary characters (U.S. Patent No. 10824819). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10824819

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