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    Multilingual word prediction
    2.
    发明授权
    Multilingual word prediction 有权

    公开(公告)号：US10592601B2

    公开(公告)日：2020-03-17

    申请号：US15270711

    申请日：2016-09-20

    Applicant: Apple Inc.

    Inventor： Giulia Pagallo ,  Jerome R. Bellegarda ,  Vivek Kumar Rangarajan Sridhar ,  Randal J. Marsden ,  Justin S. Hogg

    IPC: G06F17/27 ,  G06F3/0488 ,  G06F17/28

    Abstract: Systems and processes for multilingual word prediction are provided. In accordance with one example, a method includes, at an electronic device having one or more processors and memory, identifying context information of the electronic device and generating, with the one or more processors, a plurality of candidate words based on the context information, wherein a first candidate word of the plurality of candidate words corresponds to a first language of a plurality of languages and a second candidate word of the plurality of candidate words corresponds to a second language of the plurality of languages different than the first language.

    Neural typographical error modeling via generative adversarial networks
    4.
    发明授权
    Neural typographical error modeling via generative adversarial networks 有权

    公开(公告)号：US11170166B2

    公开(公告)日：2021-11-09

    申请号：US16228496

    申请日：2018-12-20

    Applicant: Apple Inc.

    Inventor： Jerome R. Bellegarda ,  Giulia Pagallo

    IPC: G06F40/232 ,  G06N3/08 ,  G06N3/04 ,  G06F40/30

    Abstract: Systems and processes for operating an intelligent automated assistant are provided. In one example process, one or more input words can be received. The process can extract, based on the one or more input words, seed data for unsupervised training of a first learning network. Training data that includes a collection of words having typographical errors for the first learning network can be obtained. The process can determine, using the first learning network and based on the seed data and the training data, one or more output words having a probability distribution corresponding to a probability distribution of the training data. The one or more output words can include typographical errors. The process can generate, based on the determined one or more output words, a data set for supervised training of a second learning network. The second learning network can provide one or more typographical error suggestions.

    Differential privacy with cloud data
    6.
    发明授权
    Differential privacy with cloud data 有权

    公开(公告)号：US11496286B2

    公开(公告)日：2022-11-08

    申请号：US15815611

    申请日：2017-11-16

    Applicant: Apple Inc.

    Inventor： William T. Duffy ,  Andrew H. Vyrros ,  Yannis Minadakis ,  Andrew R. Byde ,  Giulia Pagallo

    IPC: H04L9/00 ,  G06F21/62 ,  G06F40/20 ,  G06F40/117 ,  H04L9/08

    Abstract: Embodiments described herein enable data associated with a large plurality of users to be analyzed without compromising the privacy of the user data. In one embodiment, a user can opt-in to allow analysis of clear text of the user's emails. An analysis process can then be performed in which an analysis service receives clear text of an email of a client device; processes the clear text of the email into one or more tokens having one or more tags; enriches one or more tokens in the processed email using data associated with a user of the client device and the one or more tags; and processes the clear text and one or more enriched tokens to generate a data set of one or more feature vectors.

    CANNED ANSWERS IN MESSAGES
    7.
    发明申请
    CANNED ANSWERS IN MESSAGES 审中-公开
    消息中的CANNED答案

    公开(公告)号：US20150350118A1

    公开(公告)日：2015-12-03

    申请号：US14719163

    申请日：2015-05-21

    Applicant: Apple Inc.

    Inventor： Lawrence Y. YANG ,  Giulia Pagallo ,  Linden B. Siahaan ,  Justin Wood ,  Roberto Garcia ,  Jerome Rene Bellegarda ,  Tiffany S. Jon

    IPC: H04L12/58 ,  G06F3/0484 ,  G06F17/30 ,  G06F3/0481

    Abstract: At an electronic device with a touch-sensitive display, display a message transcript, where the message transcript includes at least one message from at least a first user. Determine, based at least in-part on the at least one message, a plurality of suggested one or more characters. Display, on the touch-sensitive display, the plurality of suggested one or more characters. Detect an input on the touch-sensitive display. Determine whether the input represents user selection of one of the plurality of suggested one or more characters. Display the selected one of the plurality of suggested one or more characters in the message transcript. Send the selected one or more characters to the first user.

    Abstract translation: 在具有触摸敏感显示器的电子设备上，显示消息抄本，其中消息抄本包括来自至少第一用户的至少一个消息。 至少部分地基于至少一个消息确定多个建议的一个或多个字符。 在触敏显示器上显示多个建议的一个或多个字符。 检测触摸屏上的输入。 确定输入是否表示用户对多个建议的一个或多个字符之一的选择。 在消息记录中显示多个建议的一个或多个字符中选定的一个。 将选定的一个或多个字符发送给第一个用户。

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