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. 09, 2020

Filed:

Oct. 09, 2017
Applicant:

Facebook, Inc., Menlo Park, CA (US);

Inventors:

Bo Zeng, San Francisco, CA (US);

Haixun Wang, Palo Alto, CA (US);

Assignee:

Facebook, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2452 (2019.01); G06N 3/04 (2006.01); G06F 16/248 (2019.01); G06F 16/9535 (2019.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06F 16/24522 (2019.01); G06F 16/248 (2019.01); G06F 16/9535 (2019.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06Q 50/01 (2013.01);
Abstract

In one embodiment, a method includes receiving a search query comprising one or more n-grams from a client system associated with a user of an online social network, generating one or more term embeddings representing the one or more n-grams of the search query, respectively, encoding the one or more term embeddings to generate a query embedding representing the search query, decoding the query embedding to generate one or more output term embeddings representing one or more query tokens, constructing a query command from the one or more output term embeddings, executing the query command to retrieve one or more search results, and sending, to the client system in response to the search query, instructions for generating a search-results interface for presentation to the user, the search-results interface comprising one or more of the retrieved search results.


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