Dialogue system answer generation method and system
A dialogue system and word sequence technology, applied in the field of computer networks, can solve problems such as not considering external knowledge, uncontrollable process, poor quality, etc., to achieve the effect of reducing the degree of freedom, process controllable, and improving quality
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[0018] The present invention will be further described below in conjunction with the drawings.
[0019] In a dialogue system, the present invention processes the user input text, uses part of speech tagging, named entity recognition and other methods to extract keywords in the input text, and uses database query or neural network automatic generation methods to obtain expected answers containing keywords. Sequence, use the neural network model to construct sentences based on these keywords to generate answer text.
[0020] Such as figure 1 As shown, the method of the present invention includes the following steps:
[0021] Step S1). Cut multiple rounds of dialogue data into a single round of dialogue, and each round is expressed in the form of "user input-answer". And the data is divided into training set, development set and test set, used for training, verifying parameters and testing. For each round of dialogue (U,Y), U={u1,u2,...,uT-1,uT} is the word sequence entered by the use...
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