公开(公告)号：US11301521B1

公开(公告)日：2022-04-12

申请号：US16038120

申请日：2018-07-17

Applicant: Meta Platforms, Inc.

Inventor： Jason Schissel ,  Emmanouil Koukoumidis ,  Shane Haladuick ,  Nicholas Robin ,  Fuchen Peng ,  Aleksey Sergeyevich Fadeev

IPC: G06F16/00 ,  G06F16/951 ,  G06Q50/00 ,  G06F40/30 ,  G06F40/205 ,  G06F40/295

Abstract: In one embodiment, a method includes receiving a user input by a user from a client system associated with the user, parsing the user input to identify a subject and intent of the user input, determining whether one or more agents associated with the identified intent are able to resolve the user input, identifying one or more entities related to the identified subject of the user input responsive to determining that the one or more agents are not able to resolve the user input, calculating a subject-association score for each of the one or more entities, ranking the one or more entities based on their respective subject-association scores, and sending, to the client system, instructions for presenting one or more recommendations to the user corresponding to one or more of the entities having a ranking greater than a threshold ranking.

公开(公告)号：US11908179B2

公开(公告)日：2024-02-20

申请号：US17718146

申请日：2022-04-11

Applicant: Meta Platforms, Inc.

Inventor： Jason Schissel ,  Emmanouil Koukoumidis ,  Shane Haladuick ,  Nicholas Robin ,  Fuchun Peng ,  Aleksey Sergeyevich Fadeev

IPC: G06F16/00 ,  G06V10/82 ,  G06F9/451 ,  G10L15/18 ,  G10L15/183 ,  G10L15/22 ,  G06F16/338 ,  G06F16/332 ,  G06F16/33 ,  G06N20/00 ,  G06F16/9535 ,  G06Q50/00 ,  H04L67/306 ,  G06F16/176 ,  G10L15/06 ,  G10L15/16 ,  G06F3/01 ,  G06F16/9032 ,  G06F16/2457 ,  H04L51/02 ,  G06F3/16 ,  G06N3/08 ,  G10L15/26 ,  G06F16/9038 ,  G06F16/904 ,  G06F40/30 ,  G06F40/40 ,  G06F16/22 ,  G06F16/23 ,  G06F7/14 ,  H04L43/0882 ,  H04L43/0894 ,  H04L12/28 ,  H04L41/00 ,  H04L41/22 ,  H04W12/08 ,  G10L15/07 ,  G10L17/22 ,  G06N3/006 ,  G10L17/06 ,  G06F16/248 ,  G06F16/951 ,  G06F16/242 ,  G06F16/2455 ,  G10L15/02 ,  G10L15/187 ,  G06V20/10 ,  G06V40/20 ,  G06F40/295 ,  H04L51/52 ,  H04L51/216 ,  H04L67/50 ,  H04L67/5651 ,  H04L51/18 ,  H04L67/75 ,  G06F16/903 ,  G06F40/205 ,  G06F18/2411 ,  G06N7/01 ,  G06V10/764 ,  H04L67/10 ,  H04L51/046 ,  G10L13/00 ,  G10L13/04 ,  H04L67/53

CPC classification number: G06V10/82 ,  G06F3/011 ,  G06F3/013 ,  G06F3/017 ,  G06F3/167 ,  G06F7/14 ,  G06F9/453 ,  G06F16/176 ,  G06F16/2255 ,  G06F16/2365 ,  G06F16/243 ,  G06F16/248 ,  G06F16/24552 ,  G06F16/24575 ,  G06F16/24578 ,  G06F16/338 ,  G06F16/3323 ,  G06F16/3329 ,  G06F16/3344 ,  G06F16/904 ,  G06F16/9038 ,  G06F16/90332 ,  G06F16/90335 ,  G06F16/951 ,  G06F16/9535 ,  G06F18/2411 ,  G06F40/205 ,  G06F40/295 ,  G06F40/30 ,  G06F40/40 ,  G06N3/006 ,  G06N3/08 ,  G06N7/01 ,  G06N20/00 ,  G06Q50/01 ,  G06V10/764 ,  G06V20/10 ,  G06V40/28 ,  G10L15/02 ,  G10L15/063 ,  G10L15/07 ,  G10L15/16 ,  G10L15/183 ,  G10L15/187 ,  G10L15/1815 ,  G10L15/1822 ,  G10L15/22 ,  G10L15/26 ,  G10L17/06 ,  G10L17/22 ,  H04L12/2816 ,  H04L41/20 ,  H04L41/22 ,  H04L43/0882 ,  H04L43/0894 ,  H04L51/02 ,  H04L51/18 ,  H04L51/216 ,  H04L51/52 ,  H04L67/306 ,  H04L67/535 ,  H04L67/5651 ,  H04L67/75 ,  H04W12/08 ,  G06F2216/13 ,  G10L13/00 ,  G10L13/04 ,  G10L2015/223 ,  G10L2015/225 ,  H04L51/046 ,  H04L67/10 ,  H04L67/53

Abstract: In one embodiment, a method includes, by a client system, receiving a user input from the first user of an online social network, where the user input is associated with a subject and an intent, determining whether one or more agents associated with the intent are able to resolve the user input, identifying, responsive to determining that the one or more agents are not able to resolve the user input, one or more entities related to the subject, where each identified entity is connected to the first user via the online social network, and presenting, at the client system, one or more recommendations to the first user corresponding to the one or more entities.

公开(公告)号：US11308169B1

公开(公告)日：2022-04-19

申请号：US16176312

申请日：2018-10-31

Applicant: Meta Platforms, Inc.

Inventor： Emmanouil Koukoumidis ,  Michael Robert Hanson ,  Rajen Subba ,  Heidi Young ,  Rushin Shah ,  Jinsong Yu ,  Benoit F. Dumoulin ,  Jeremy Gillmor Kahn ,  Chandrasekhar Iyer

IPC: G06F16/00 ,  G06F16/951 ,  G06N20/00 ,  G06F40/40

Abstract: In one embodiment, a method includes receiving a user query from a client system associated with a first user, determining a plurality of dialog-intents, each being associated with a particular agent of a plurality of agents, executing a plurality of tasks corresponding to the user query via the plurality of agents corresponding to the plurality of dialog-intents, receiving a plurality of execution results corresponding to the plurality of tasks from the plurality of agents, respectively, selecting two or more of the plurality of execution results for combination, generating a multi-perspective response based on the selected execution results by a stitching model, wherein the multi-perspective response comprises a natural-language response combining the selected execution results, and sending instructions for presenting the multi-perspective response to the first user to the client system in response to the user query.