Method and device for expanding training samples
A technology of training samples and sentences, applied in the field of expanding training samples, can solve problems such as imbalance and achieve the effect of realizing data
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[0044] The solutions provided in this specification will be described below in conjunction with the accompanying drawings.
[0045] figure 1 It is a schematic diagram of an implementation scenario of an embodiment disclosed in this specification. This implementation scenario involves expanding the training samples. Specifically, before using the classification model to determine the standard questions corresponding to the dialogue group, the training samples must be used to train the classification model. Since the number of training samples corresponding to each standard question is unbalanced, Therefore, it is necessary to expand training samples for standard questions with a small number of training samples. Wherein, the above-mentioned dialog group specifically includes machine sentences and user sentences in the dialog between the user and the robot. refer to figure 1In the first stage, the dialogue between the user and the machine is carried out, that is to say, the r...
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