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SEGMENTED SENTENCE RECOGNITION METHOD AND DEVICE FOR HUMAN-MACHINE INTELLIGENT QUESTION-ANSWER SYSTEM

机译:人机智能问答系统的分句识别方法及装置

摘要

Disclosed are a segmented sentence recognition method and device for a human-machine intelligent question-answer system. One particular embodiment of the method includes: receiving a current sentence input by a user; inputting the current sentence into a pre-trained segmented sentence recognition model to obtain a first probability of the current sentence being a complete sentence, wherein the segmented sentence recognition model is used for determining the first probability according to a probability corresponding to a Chinese language model of the current sentence and a probability corresponding to a recurrent neural network language model; and if the first probability is greater than a pre-set first threshold value, determining the current sentence to be a complete sentence. In the embodiment, a Chinese language model and a recurrent neural network language model are merged to obtain a segmented sentence recognition model for determining a probability of a current sentence being a complete sentence.
机译:公开了一种用于人机智能问答系统的分段句子识别方法和装置。该方法的一个特定实施例包括:接收用户输入的当前句子;以及将当前句子输入预训练的分段句子识别模型中,以获取当前句子为完整句子的第一概率,其中,分段句子识别模型用于根据与汉语模型对应的概率确定第一概率当前句子和与递归神经网络语言模型相对应的概率;如果第一概率大于预设的第一阈值,则确定当前句子为完整句子。在实施例中,将中文语言模型和递归神经网络语言模型合并以获得用于确定当前句子为完整句子的概率的分段句子识别模型。

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