Conversation generation method and device, computer equipment and storage medium
A computer program and technology for inputting sentences, applied in computing, neural learning methods, biological neural network models, etc., can solve problems such as irrelevant dialogue, irrelevant reply or non-reply, lack of consistency, etc.
Pending Publication Date: 2020-09-15
CHINA PING AN LIFE INSURANCE CO LTD
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Problems solved by technology
The technical problem of single-round dialogue is that when the user enters a sentence with no information content, such as when the user responds "hmm", since the dialogue robot does not know the meaning of the context, the dialogue robot is likely to generate irrelevant replies or irrelevant responses to the previous round. Responses, such as: "Then go ahead", tend to lead to irrelevant conversations and lack of consistency
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[0028] The following will clearly and completely describe the technical solutions in the present invention in combination with the accompanying drawings in the present invention. Obviously, the described embodiments are some embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0029] The dialog generation method provided by the present invention can be applied in such as figure 1 In the application environment, the server communicates with the client through the network.
[0030] Among them, the clients can be but not limited to various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices. The client may be a smart phone, and the user uses the smart phone to send the first input sentence through the network. The serve...
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The invention discloses a conversation generation method and device, computer equipment and a storage medium, and the conversation generation method comprises the steps: receiving a first input statement inputted by a user; judging whether to fall into a stiff state according to the first input statement; if yes, obtaining a second input statement and a first reply statement of the last round of conversation corresponding to the first input statement; inputting the second input statement and the first reply statement into a preset transformer model; and taking the second reply statement as a reply statement of the first input statement to reply. If trapped in a stiff state, if yes, the content of the last round of conversation corresponding to the statement input by the user is obtained, then the statement input by the user is input into the transformer model, and the related reply with the last round of conversation is generated, so that the conversation can be prevented from fallinginto an embarrassed chat state, and the generated reply is consistent with the last round of conversation and has certain correlation.
Description
technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a dialog generation method, device, computer equipment and storage medium. Background technique [0002] With the development of science and technology, artificial intelligence has gradually begun to enter the fields of industry, commerce and life. Artificial intelligence technology is currently widely used. With the rapid development of artificial intelligence technology, the application of deep learning technology in the field of natural language is becoming more and more extensive. [0003] Natural language dialogue has become one of the most challenging problems in the field of artificial intelligence, and the dialogue system based on deep learning is a popular direction for the development of preset dialogue systems. At present, most dialogue robots use single-round dialogue technology; single-turn dialogue technology: dialogue Based on the idea of ...
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IPC IPC(8): G06F16/332G06F40/211G06F40/30G06N3/04G06N3/08
CPCG06F16/3329G06F40/211G06F40/30G06N3/08G06N3/045
Inventor 汤智尧
Owner CHINA PING AN LIFE INSURANCE CO LTD