公开(公告)号：US20190324780A1

公开(公告)日：2019-10-24

申请号：US16150069

申请日：2018-10-02

Applicant: Facebook, Inc.

Inventor： Jiedan Zhu ,  Fuchun Peng ,  Benoit F. Dumoulin ,  Xiaohu Liu ,  Rajen Subba ,  Mohsen Agsen ,  Michael Robert Hanson

IPC: G06F9/451 ,  G06F17/30 ,  G10L15/22 ,  G10L15/18 ,  G10L15/183

Abstract: In one embodiment, a method includes receiving a user input including a partial request from a client system of a first user, analyzing the user input to generate one or more candidate hypotheses based on a personalized language model where each of the candidate hypotheses includes one or more of an intent-suggestion or a slot-suggestion, sending instructions for presenting one or more suggested auto-completions corresponding to one or more of the candidate hypotheses, respectively, to the client system, where each suggested auto-completion comprises the partial request and the corresponding candidate hypothesis, receiving an indication of a selection by the first user of a first suggested auto-completion of the suggested auto-completions from the client system, and executing one or more tasks based on the first suggested auto-completion selected by the first user via one or more agents.

公开(公告)号：US10853103B2

公开(公告)日：2020-12-01

申请号：US16150069

申请日：2018-10-02

Applicant: Facebook, Inc.

Inventor： Jiedan Zhu ,  Fuchun Peng ,  Benoit F. Dumoulin ,  Xiaohu Liu ,  Rajen Subba ,  Mohsen Agsen ,  Michael Robert Hanson

IPC: G06F9/451 ,  G06F16/338 ,  G06F16/332 ,  G06F16/33 ,  G06F16/9535 ,  G10L15/18 ,  G10L15/183 ,  G10L15/22 ,  G06N20/00 ,  G06Q50/00 ,  H04L29/08 ,  G06F16/176 ,  G10L15/06 ,  G10L15/16 ,  G06F3/01 ,  G06F16/9032 ,  G06F16/2457 ,  H04L12/58 ,  G06F3/16 ,  G06K9/00 ,  G06K9/62 ,  G06N3/08 ,  G10L15/26 ,  G06F16/9038 ,  G06F16/904 ,  G06F40/30 ,  G06F40/40 ,  G10L13/04

Abstract: In one embodiment, a method includes receiving a user input including a partial request from a client system of a first user, analyzing the user input to generate one or more candidate hypotheses based on a personalized language model where each of the candidate hypotheses includes one or more of an intent-suggestion or a slot-suggestion, sending instructions for presenting one or more suggested auto-completions corresponding to one or more of the candidate hypotheses, respectively, to the client system, where each suggested auto-completion comprises the partial request and the corresponding candidate hypothesis, receiving an indication of a selection by the first user of a first suggested auto-completion of the suggested auto-completions from the client system, and executing one or more tasks based on the first suggested auto-completion selected by the first user via one or more agents.

公开(公告)号：US20210042136A1

公开(公告)日：2021-02-11

申请号：US17077316

申请日：2020-10-22

Applicant: Facebook, Inc.

Inventor： Jiedan Zhu ,  Fuchun Peng ,  Benoit F. Dumoulin ,  Xiaohu Liu ,  Rajen Subba ,  Mohsen Agsen ,  Michael Robert Hanson

IPC: G06F9/451 ,  G10L15/18 ,  G10L15/183 ,  G10L15/22 ,  G06F16/338 ,  G06F16/332 ,  G06F16/33 ,  G06N20/00 ,  G06F16/9535 ,  G06Q50/00 ,  H04L29/08 ,  G06F16/176 ,  G10L15/06 ,  G10L15/16 ,  G06F3/01 ,  G06F16/9032 ,  G06F16/2457 ,  H04L12/58 ,  G06F3/16 ,  G06K9/00 ,  G06K9/62 ,  G06N3/08 ,  G10L15/26 ,  G06F16/9038 ,  G06F16/904 ,  G06F40/30 ,  G06F40/40 ,  G06F16/22 ,  G06F16/23 ,  G06F7/14

Abstract: In one embodiment, a method includes receiving a first user input from a first user, wherein the first user input comprises a partial request, presenting one or more suggested intent auto-completions corresponding to the partial request, receiving a selection by the first user of a first suggested intent auto-completion of the suggested intent auto-completions and a second user input, presenting one or more suggested slot auto-completions corresponding to one or more candidate slot-hypotheses corresponding to the second user input, respectively, wherein each of the candidate slot-hypotheses comprise a slot-suggestion, and wherein each suggested slot auto-completion comprises the second user input and the corresponding candidate slot-hypothesis, receiving a selection by the first user of a first suggested slot auto-completion of the suggested slot auto-completions, and presenting execution results of one or more tasks corresponding to the first suggested intent auto-completion and the first suggested slot auto-completion.