公开(公告)号：US20240126792A1

公开(公告)日：2024-04-18

申请号：US18372489

申请日：2023-09-25

Applicant: GOOGLE LLC

Inventor： Andrew Tomkins ,  Tristan Harris ,  Can Sar ,  Angelo DiNardi

IPC: G06F16/332 ,  G06F16/9535

CPC classification number: G06F16/3322 ,  G06F16/9535

Abstract: Methods and apparatus related to associating a task with a user based on the user selecting a task suggestion that is provided to the user in response to a user query. In some implementations, the task may be identified based on similarities between the words and/or phrases of the user query and a task suggestion that is associated with a task. In some implementations, the task may be identified based on user data associated with the user. In some implementations, the task may be associated with additional information related to completing the task.

公开(公告)号：US11941420B2

公开(公告)日：2024-03-26

申请号：US17687316

申请日：2022-03-04

Applicant: Google LLC

Inventor： Robin Dua ,  Andrew Tomkins ,  Sujith Ravi

IPC: G06F9/451 ,  G06F3/0481 ,  G06F40/20 ,  G06F40/30 ,  G06N20/00 ,  H04L67/60

CPC classification number: G06F9/453 ,  G06F3/0481 ,  G06F40/20 ,  G06F40/30 ,  G06N20/00 ,  H04L67/60

Abstract: Implementations are directed to facilitating user device and/or agent device actions during a communication session. An interactive communications system provides outputs, as outlined below, that are tailored to enhance the functionality of the communication session, reduce the number of dialog “turns” of the communications session and/or the number of user inputs to devices involved in the session, and/or otherwise mitigate consumption of network and/or hardware resources during the communication session. In various implementations, the communication session involves user device(s) of a user, agent device(s) of an agent, and the interactive communications system. The interactive communications system can analyze various communications from the user device(s) and/or agent device(s) during a communication session in which the user (via the user device(s)) directs various communications to the agent, and in which the agent (via the agent device(s)) optionally directs various communications to the user. The interactive communications system provides action performance element(s) and/or other output(s) that are each specific to a corresponding current intent and corresponding current action of the communication session.

公开(公告)号：US20230205813A1

公开(公告)日：2023-06-29

申请号：US18171511

申请日：2023-02-20

Applicant: Google LLC

Inventor： Zhen Li ,  Yi-Ting Chen ,  Yaxi Gao ,  Da-Cheng Juan ,  Aleksei Timofeev ,  Chun-Ta Lu ,  Futang Peng ,  Sujith Ravi ,  Andrew Tomkins ,  Thomas J. Duerig

IPC: G06F16/55 ,  G06F16/538 ,  G06F16/9538 ,  G06N3/084 ,  G06F18/22 ,  G06F18/40 ,  G06F18/214 ,  G06N3/042 ,  G06N3/044

CPC classification number: G06F16/55 ,  G06F16/538 ,  G06F16/9538 ,  G06N3/084 ,  G06F18/22 ,  G06F18/41 ,  G06F18/2148 ,  G06N3/042 ,  G06N3/044

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an image embedding model. In one aspect, a method comprises: obtaining training data comprising a plurality of training examples, wherein each training example comprises: an image pair comprising a first image and a second image; and selection data indicating one or more of: (i) a co-click rate of the image pair, and (ii) a similar-image click rate of the image pair; and using the training data to train an image embedding model having a plurality of image embedding model parameters.

公开(公告)号：US11269666B2

公开(公告)日：2022-03-08

申请号：US16621769

申请日：2018-08-22

Applicant: Google LLC

Inventor： Robin Dua ,  Andrew Tomkins ,  Sujith Ravi

IPC: G06F3/0481 ,  G06F9/451 ,  G06N20/00 ,  G06F40/30 ,  H04L67/60 ,  G06F40/20

Abstract: Implementations are directed to facilitating user device and/or agent device actions during a communication session. An interactive communications system provides outputs, as outlined below, that are tailored to enhance the functionality of the communication session, reduce the number of dialog “turns” of the communications session and/or the number of user inputs to devices involved in the session, and/or otherwise mitigate consumption of network and/or hardware resources during the communication session. In various implementations, the communication session involves user device(s) of a user, agent device(s) of an agent, and the interactive communications system. The interactive communications system can analyze various communications from the user device(s) and/or agent device(s) during a communication session in which the user (via the user device(s)) directs various communications to the agent, and in which the agent (via the agent device(s)) optionally directs various communications to the user. The interactive communications system provides action performance element(s) and/or other output(s) that are each specific to a corresponding current intent and corresponding current action of the communication session.

公开(公告)号：US12164546B2

公开(公告)日：2024-12-10

申请号：US18372489

申请日：2023-09-25

Applicant: GOOGLE LLC

Inventor： Andrew Tomkins ,  Tristan Harris ,  Can Sar ,  Angelo DiNardi

IPC: G06F16/332 ,  G06F16/9535

Abstract: Methods and apparatus related to associating a task with a user based on the user selecting a task suggestion that is provided to the user in response to a user query. In some implementations, the task may be identified based on similarities between the words and/or phrases of the user query and a task suggestion that is associated with a task. In some implementations, the task may be identified based on user data associated with the user. In some implementations, the task may be associated with additional information related to completing the task.

公开(公告)号：US20240146671A1

公开(公告)日：2024-05-02

申请号：US18409267

申请日：2024-01-10

Applicant: GOOGLE LLC

Inventor： Andrew Tomkins ,  Shanmugasundaram Ravikumar ,  Shalini Agarwal ,  Mylinh Yang ,  Bo Pang ,  Mark Yinan Li

IPC: H04L51/04 ,  G06F16/28 ,  H04L51/00 ,  H04L51/02 ,  H04L51/216 ,  H04L51/52 ,  H04L67/306

CPC classification number: H04L51/04 ,  G06F16/288 ,  H04L51/00 ,  H04L51/02 ,  H04L51/216 ,  H04L51/52 ,  H04L67/306 ,  H04L51/48

Abstract: Methods and apparatus related to identifying one or more messages sent by a user-identifying two or more contacts that are associated with one or more of the messages, determining a strength of relationship score between identified contacts, and utilizing the strength of relationship scores to provide additional information related to the contacts. A strength of relationship score between a contact and one or more other contacts may be determined based on one or more properties of one or more of the messages. In some implementations, contacts groups maybe determined based on the strength of relationship scores. In some implementations, contacts groups may be utilized to disambiguate references to contacts in messages. In some implementations, contacts group may be utilized to provide suggestions to the user of additional contacts of a contacts group that includes the indicated recipient contact of a message.

公开(公告)号：US20220188133A1

公开(公告)日：2022-06-16

申请号：US17687316

申请日：2022-03-04

Applicant: Google LLC

Inventor： Robin Dua ,  Andrew Tomkins ,  Sujith Ravi

IPC: G06F9/451 ,  G06N20/00 ,  G06F40/30 ,  G06F3/0481 ,  H04L67/60 ,  G06F40/20

Abstract: Implementations are directed to facilitating user device and/or agent device actions during a communication session. An interactive communications system provides outputs, as outlined below, that are tailored to enhance the functionality of the communication session, reduce the number of dialog “turns” of the communications session and/or the number of user inputs to devices involved in the session, and/or otherwise mitigate consumption of network and/or hardware resources during the communication session. In various implementations, the communication session involves user device(s) of a user, agent device(s) of an agent, and the interactive communications system. The interactive communications system can analyze various communications from the user device(s) and/or agent device(s) during a communication session in which the user (via the user device(s)) directs various communications to the agent, and in which the agent (via the agent device(s)) optionally directs various communications to the user. The interactive communications system provides action performance element(s) and/or other output(s) that are each specific to a corresponding current intent and corresponding current action of the communication session.

公开(公告)号：US20190251597A1

公开(公告)日：2019-08-15

申请号：US16276921

申请日：2019-02-15

Applicant: Google LLC

Inventor： Fergus Gerard Hurley ,  Michael Schwarz ,  Robin Dua ,  Sang Soo Sung ,  Andrew Tomkins

IPC: G06Q30/02 ,  H04W4/02 ,  H04W4/21

CPC classification number: G06Q30/0261 ,  G06Q30/0241 ,  G06Q30/0259 ,  G06Q30/0267 ,  H04W4/02 ,  H04W4/024 ,  H04W4/21

Abstract: Methods, systems, and apparatus, for detour based content selection. In one aspect, a method includes receiving, at a data processing apparatus, location data for a plurality of users, the location data describing, for each user, locations of a user device of the user; determining, from the location data, route data for the plurality of users, the route data describing, for each user, a route traveled by the user; determining, by the data processing apparatus, for at least one or more of the users, a detour from the route traveled by the user to a retail location of the offeror; determining, by the data processing apparatus, for each of the at least one or more of the users, whether the user is eligible for an offer of the offeror based on the detour; and for each user eligible for an offer, enabling the offeror to provide an offer to the user.

公开(公告)号：US20240232686A1

公开(公告)日：2024-07-11

申请号：US18012292

申请日：2022-07-29

Applicant: Google LLC

Inventor： Yicheng Fan ,  Jingyue Shen ,  Deqiang Chen ,  Peter Shaosen Young ,  Dana Alon ,  Erik Nathan Vee ,  Shanmugasundaram Ravikumar ,  Andrew Tomkins

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Systems and methods of the present disclosure are directed to portion-specific compression and optimization of machine-learned models. For example, a method for portion-specific compression and optimization of machine-learned models includes obtaining data descriptive of one or more respective sets of compression schemes for one or more model portions of a plurality of model portions of a machine-learned model. The method includes evaluating a cost function to respectively select one or more candidate compression schemes from the one or more sets of compression schemes. The method includes respectively applying the one or more candidate compression schemes to the one or more model portions to obtain a compressed machine-learned model comprising one or more compressed model portions that correspond to the one or more model portions.

公开(公告)号：US11734311B1

公开(公告)日：2023-08-22

申请号：US17200212

申请日：2021-03-12

Applicant: Google LLC

Inventor： Erwin Can Sar ,  Timothy Youngjin Sohn ,  Andrew Tomkins

IPC: G06F16/9032 ,  G06F16/28 ,  G06F16/2455 ,  G06F21/55

CPC classification number: G06F16/284 ,  G06F16/24565 ,  G06F16/90324 ,  G06F21/554

Abstract: Methods and apparatus related to determining additional features for a user task entry of a user based on a user habit of the user. For example, one or more aspects of a user task entry of a user may be compared to one or more aspects of a user habit of the user to determine a correlation measure between the task entry and the user habit. If the correlation measure satisfies a threshold, one or more additional features of the user task entry may be determined based on the user habit. For example, the user habit may include one or more trigger indicators that indicate an actual entry or anticipated entry of the user into the user habit, and one or more of the trigger indicators may be utilized to determine task trigger indicators for the user task entry.