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CUSTOMER SERVICE ROBOT SESSION TEXT CLASSIFICATION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM

机译:客户服务机器人会话文本分类方法和装置,以及电子设备和计算机可读存储介质

摘要

Disclosed are a customer service robot session text classification method and apparatus. The customer service robot session text classification method comprises: acquiring an input statement in a session carried out by a customer service robot, and converting the input statement into a standard session text, wherein the input statement is a session message waiting for the customer service robot to process and respond to same; performing semantic feature extraction on the standard session text to obtain a semantic vector corresponding to the standard session text; performing category label prediction on the semantic vector of the standard session text to obtain a category label probability vector corresponding to the standard session text; and selecting, from the category label probability vector, a category corresponding to a label with the maximum probability to serve as the category of the standard session text, wherein the category is used for assisting the execution of a response of the customer service robot to the input text. By means of the customer service robot session text classification method and apparatus disclosed in the present application, an input statement acquired by a customer service robot can be accurately classified.
机译:公开了一种客户服务机器人会话文本分类方法和装置。所述客户服务机器人会话文本分类方法,包括:在客户服务机器人进行的会话中获取输入语句,并将所述输入语句转换为标准会话文本,所述输入语句为等待所述客户服务机器人的会话消息。处理并做出回应;对标准会话文本进行语义特征提取,得到与标准会话文本对应的语义矢量;对所述标准会话文本的语义矢量进行类别标签预测,得到与所述标准会话文本对应的类别标签概率矢量;从类别标签概率向量中,选择与具有最大概率的标签相对应的类别作为标准会话文本的类别,其中,所述类别用于协助客户服务机器人对客户端进行响应。输入文本。通过本申请公开的客户服务机器人会话文本分类方法和装置,可以对客户服务机器人获取的输入语句进行准确分类。

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