Sequence Conversion Method and Apparatus
    41.
    发明申请

    公开(公告)号:US20190251178A1

    公开(公告)日:2019-08-15

    申请号:US16396172

    申请日:2019-04-26

    Abstract: A sequence conversion method includes receiving a source sequence, converting the source sequence into a source vector representation sequence, obtaining at least two candidate target sequences and a translation probability value of each of the at least two candidate target sequences according to the source vector representation sequence, adjusting the translation probability value of each candidate target sequence, selecting an output target sequence from the at least two candidate target sequences according to an adjusted translation probability value of each candidate target sequence, and outputting the output target sequence. Hence, loyalty of a target sequence to a source sequence can be improved during sequence conversion.

    SEQUENCE CONVERSION METHOD AND APPARATUS IN NATURAL LANGUAGE PROCESSING

    公开(公告)号:US20190179905A1

    公开(公告)日:2019-06-13

    申请号:US16276627

    申请日:2019-02-15

    Abstract: The present application relates to natural language processing and discloses a sequence conversion method. The method includes: obtaining a source sequence from an input signal; converting the source sequence into one or more source context vectors; obtaining a target context vector corresponding to each source context vector; combining the target context vectors to obtain the target sequence; and outputting the target sequence. A weight vector is applied on a source context vector and a reference context vector, to obtain a target context vector. The source sequence and the target sequence are representations of natural language contents. The claimed process improves faithfulness of converting the source sequence to the target sequence.

    Terminal, touch control unit, touchscreen, screen protector, and operation detection apparatus and method

    公开(公告)号:US10175840B2

    公开(公告)日:2019-01-08

    申请号:US15508210

    申请日:2014-09-03

    Abstract: The present disclosure discloses a terminal, a touch control unit, a touchscreen, a screen protector, and an operation detection apparatus and method, and pertains to the field of terminal control. The terminal includes a touchscreen, a controller connected to the touchscreen, and at least one touch control unit, where the touch control unit includes a detection electrode, an induction electrode, and a conducting wire connecting the detection electrode and the induction electrode. The detection electrode is located outside a touch area of the touchscreen, the induction electrode is located in the touch area of the touchscreen, and the induction electrode is coupled to at least one capacitance node on the touchscreen. An existing capacitance node on the touchscreen identifies a touch operation performed by a user on the detection electrode disposed outside the touchscreen, and the terminal is controlled according to the touch operation.

    Method and Apparatus for Recommending Message
    44.
    发明申请
    Method and Apparatus for Recommending Message 审中-公开
    推荐信息的方法和装置

    公开(公告)号:US20170032271A1

    公开(公告)日:2017-02-02

    申请号:US15295755

    申请日:2016-10-17

    Inventor: Jun Xu Hang Li

    Abstract: A method and an apparatus for recommending a message. The method for recommending a message in the present disclosure includes separately parsing a first message published by a first user on a network and a second message published by a second user on the network, obtaining interest description information of the first message and topic description information of the second message, where the second user is another user except the first user, comparing the topic description information with the interest description information, and calculating a similarity of the topic description information and the interest description information; and if the similarity is greater than or equal to a predetermined value, pushing the second message published by the second user to the first user. A user can conveniently and flexibly obtain a message in which the user is interested in the embodiments of the present disclosure.

    Abstract translation: 一种用于推荐消息的方法和装置。 本公开中的推荐消息的方法包括单独解析由网络上的第一用户发布的第一消息和由网络上的第二用户发布的第二消息,获得第一消息的兴趣描述信息和主题描述信息 第二消息,其中第二用户是除第一用户之外的另一用户,将主题描述信息与兴趣描述信息进行比较,以及计算主题描述信息和兴趣描述信息的相似性; 并且如果相似度大于或等于预定值,则将由第二用户发布的第二消息推送到第一用户。 用户可以方便和灵活地获得用户对本公开的实施例感兴趣的消息。

    Help Processing Method and Device Based on Semantic Recognition
    45.
    发明申请
    Help Processing Method and Device Based on Semantic Recognition 审中-公开
    基于语义识别的帮助处理方法和设备

    公开(公告)号:US20170011117A1

    公开(公告)日:2017-01-12

    申请号:US15274320

    申请日:2016-09-23

    Abstract: A help processing method and device based on semantic recognition are presented. The method includes receiving, by user equipment, a search request entered by a user, where the search request includes information about a problem statement described in a natural language; performing semantic recognition processing on the information about the problem statement, to obtain information about a search intention of the user; and searching a database using the information about the search intention as a search term, to obtain help content needed by the user.

    Abstract translation: 提出了一种基于语义识别的帮助处理方法和设备。 该方法包括由用户设备接收由用户输入的搜索请求,其中搜索请求包括关于以自然语言描述的问题陈述的信息; 对关于问题陈述的信息执行语义识别处理,以获得关于用户的搜索意图的信息; 并使用关于搜索意图的信息作为搜索项搜索数据库,以获得用户所需的帮助内容。

    Learning-to-rank method based on reinforcement learning and server

    公开(公告)号:US11500954B2

    公开(公告)日:2022-11-15

    申请号:US16538174

    申请日:2019-08-12

    Abstract: A learning-to-rank method based on reinforcement learning, including obtaining, by a server, a historical search word, and obtaining M documents corresponding to the historical search word; ranking, by the server, the M documents to obtain a target document ranking list; obtaining, by the server, a ranking effect evaluation value of the target document ranking list; using, by the server, the historical search word, the M documents, the target document ranking list, and the ranking effect evaluation value as a training sample, and adding the training sample into a training sample set.

    Human-computer dialogue method and apparatus

    公开(公告)号:US11308405B2

    公开(公告)日:2022-04-19

    申请号:US16514683

    申请日:2019-07-17

    Abstract: An apparatus is pre-equipped with a plurality of dialogue robots, and each dialogue robot is configured to conduct a human-computer dialogue based on at least one topic. The method includes: obtaining a text entered by a user; determining at least one topic related to the text, and determining a target dialogue robot from the plurality of dialogue robots based on the at least one topic related to the text and a predefined mapping relationship between a dialogue robot and a topic, where a target topic corresponding to the target dialogue robot is some or all of the at least one topic related to the text; and allocating the text to the target dialogue robot and obtaining a reply for the text from the target dialogue robot, where the reply is generated by the target dialogue robot based on at least one semantic understanding of the text.

    Method and apparatus for determining semantic matching degree

    公开(公告)号:US11138385B2

    公开(公告)日:2021-10-05

    申请号:US16672092

    申请日:2019-11-01

    Abstract: A method and an apparatus for determining a semantic matching degree, where the method includes acquiring a first sentence and a second sentence, dividing the first sentence and the second sentence into x and y sentence fragments, respectively, performing a convolution operation on word vectors in each sentence fragment of the first sentence and word vectors in each sentence fragment of the second sentence to obtain a three-dimensional tensor, performing integration or screening on adjacent vectors in the one-dimensional vectors of x rows and y columns, until the three-dimensional tensor is combined into a one-dimensional target vector, and determining a semantic matching degree between the first sentence and the second sentence according to the target vector.

    Sequence translation probability adjustment

    公开(公告)号:US11132516B2

    公开(公告)日:2021-09-28

    申请号:US16396172

    申请日:2019-04-26

    Abstract: A sequence conversion method includes receiving a source sequence, converting the source sequence into a source vector representation sequence, obtaining at least two candidate target sequences and a translation probability value of each of the at least two candidate target sequences according to the source vector representation sequence, adjusting the translation probability value of each candidate target sequence, selecting an output target sequence from the at least two candidate target sequences according to an adjusted translation probability value of each candidate target sequence, and outputting the output target sequence. Hence, loyalty of a target sequence to a source sequence can be improved during sequence conversion.

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