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:
Aug. 17, 2021

Filed:

Sep. 12, 2018
Applicant:

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

Inventors:

Vivek Natarajan, Palo Alto, CA (US);

Baiyang Liu, Issaquah, WA (US);

Shubham Gupta, Sunnyvale, CA (US);

Krishna Mittal, Mountain View, CA (US);

Scott Martin, Menlo Park, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 17/22 (2013.01); G06F 16/9032 (2019.01); G10L 15/16 (2006.01); G06N 3/08 (2006.01); G10L 15/187 (2013.01); G06F 16/903 (2019.01); G06F 40/205 (2020.01);
U.S. Cl.
CPC ...
G06F 16/90332 (2019.01); G06F 16/90335 (2019.01); G06F 40/205 (2020.01); G06N 3/08 (2013.01); G10L 15/16 (2013.01); G10L 15/187 (2013.01);
Abstract

In one embodiment, a method includes, by one or more computing systems, receiving a user input comprising a plurality of n-grams from a user of a client system, generating a tree-structured representation for the user input based on a parsing by a compositional model, resolving the tree-structured representation by applying a depth-first search algorithm, wherein the tree-structured representation comprises one or more non-resolvable non-terminal nodes associated with one or more slots, and wherein each non-terminal parent node of a non-resolvable non-terminal node is partially resolved based on partial slot information associated with the non-resolvable non-terminal node, and wherein each non-resolvable non-terminal node is resolved based on the respective partially resolved non-terminal parent node of the non-resolvable non-terminal node, generating a response to the user input based on the resolved tree-structured representation, sending instructions for presenting the response to the client system of the user.


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