公开(公告)号：US20200327281A1

公开(公告)日：2020-10-15

申请号：US16915298

申请日：2020-06-29

Applicant: Google LLC

Inventor： Nicolaus T. Mote ,  Ryan P. Doherty

IPC: G06F40/20 ,  G06F16/903 ,  G06F40/30 ,  G06F40/242 ,  G06F40/279

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for obtaining a textual term; determining, by one or more computers, a vector representing a phonetic feature of the textual term; comparing the vector representing the phonetic feature of the textual term with a reference vector representing a phonetic feature of a reference textual term; and classifying the textual term based on the comparing the vector with the reference vector.

公开(公告)号：US10460229B1

公开(公告)日：2019-10-29

申请号：US15464053

申请日：2017-03-20

Applicant: Google LLC

Inventor： Dayu Yuan ,  Ryan P. Doherty ,  Colin Hearne Evans ,  Julian David Christian Richardson ,  Eric E. Altendorf

IPC: G06F17/00 ,  G06N3/04 ,  G06F17/27

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for disambiguating word sense. One of the methods includes maintaining a respective word sense numeric representation of each of a plurality of word senses of a particular word; receiving a request to determine the word sense of the particular word when included in a particular text sequence, the particular text sequence comprising one or more context words and the particular word; determining a context numeric representation of the context words in the particular text sequence; and selecting a word sense of the plurality of word senses having a word sense numeric representation that is closest to the context numeric representation as the word sense of the particular word when included in the particular text sequence.

公开(公告)号：US20180276210A1

公开(公告)日：2018-09-27

申请号：US15968034

申请日：2018-05-01

Applicant: Google LLC

Inventor： Ryan P. Doherty ,  Nicolaus T. Mote

IPC: G06F17/30

CPC classification number: G06F16/93 ,  G06F16/245 ,  G06F16/335 ,  G06F16/345 ,  G06F16/9535

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a request for information about a term from a user; obtaining, at one or more processors, one or more characteristics of the user; obtaining, at the one or more processors, a template including a plurality of attributes associated with the term; generating, at the one or more processors and based on the one or more characteristics of the user, a response, the response including a respective description for each attribute of the plurality of attributes in the template; and providing for output, data representing the response.

公开(公告)号：US09965474B2

公开(公告)日：2018-05-08

申请号：US14505107

申请日：2014-10-02

Applicant: Google LLC

Inventor： Ryan P. Doherty ,  Nicolaus T. Mote

IPC: G06F7/02 ,  G06F17/30

CPC classification number: G06F17/30011 ,  G06F17/30424 ,  G06F17/30699 ,  G06F17/30719 ,  G06F17/30867

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a request for information about a term from a user; obtaining, at one or more processors, one or more characteristics of the user; obtaining, at the one or more processors, a template including a plurality of attributes associated with the term; generating, at the one or more processors and based on the one or more characteristics of the user, a response, the response including a respective description for each attribute of the plurality of attributes in the template; and providing for output, data representing the response.

公开(公告)号：US11675975B2

公开(公告)日：2023-06-13

申请号：US16915298

申请日：2020-06-29

Applicant: Google LLC

Inventor： Nicolaus T. Mote ,  Ryan P. Doherty

IPC: G06F40/237 ,  G06F16/903 ,  G06F40/30 ,  G06F40/242 ,  G06F40/279

CPC classification number: G06F40/237 ,  G06F16/90344 ,  G06F40/242 ,  G06F40/279 ,  G06F40/30

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for obtaining a textual term; determining, by one or more computers, a vector representing a phonetic feature of the textual term; comparing the vector representing the phonetic feature of the textual term with a reference vector representing a phonetic feature of a reference textual term; and classifying the textual term based on the comparing the vector with the reference vector.

公开(公告)号：US10685012B2

公开(公告)日：2020-06-16

申请号：US15424671

申请日：2017-02-03

Applicant: Google LLC

Inventor： Noam M. Shazeer ,  Colin Hearne Evans ,  Christopher Robert Waterson ,  Ryan P. Doherty

IPC: G06F16/23 ,  G06F16/31 ,  G06F16/332 ,  G06F16/33 ,  G06K9/62 ,  G06F40/44 ,  G06F17/16 ,  G06N5/04

Abstract: Methods, and systems, including computer programs encoded on computer storage media for generating compressed representations from a co-occurrence matrix. A method includes obtaining a set of sub matrices of a co-occurrence matrix, where each row of the co-occurrence matrix corresponds to a feature from a first feature vocabulary and each column of the co-occurrence matrix corresponds to a feature from a second feature vocabulary; selecting a sub matrix, wherein the sub matrix is associated with a particular row block and column block of the co-occurrence matrix; assigning respective d-dimensional initial row and column embedding vectors to each row and column from the particular row and column blocks, respectively; and determining a final row embedding vector and a final column embedding vector by iteratively adjusting the initial row embedding vectors and the initial column embedding vectors using the co-occurrence matrix.