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Dialogue processing method, device and computer storage medium

A dialogue processing and equipment technology, which is applied in computing, electrical digital data processing, special data processing applications, etc., to achieve the effect of being targeted and reducing the probability of general replies

Active Publication Date: 2022-08-05
出门问问(武汉)信息科技有限公司
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AI Technical Summary

Problems solved by technology

The method of natural language generation uses an end-to-end (end2end) framework, the most commonly used is sequence to sequence (seq2seq, sequence to sequence), but based on the high probability of occurrence in people's daily conversations, it is easy to generate versatility Reply, you might get a response like "I don't know", "Okay", "Haha"

Method used

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  • Dialogue processing method, device and computer storage medium
  • Dialogue processing method, device and computer storage medium
  • Dialogue processing method, device and computer storage medium

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Embodiment Construction

[0021] In order to make the objectives, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts shall fall within the protection scope of the present invention.

[0022] figure 1 A schematic flowchart of a dialog processing method according to an embodiment of the present invention is shown.

[0023] see figure 1 , an embodiment of the present invention provides a dialogue processing method, including: step 101, obtaining query text; step 102, performing subject analysis on the query tex...

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Abstract

The invention discloses a dialogue processing method, equipment and computer storage medium, comprising: obtaining query text; subject analysis of the query text to obtain subject words; vector transformation of the query text and subject words respectively to obtain corresponding the query text vector and the subject word vector; fuse the query text vector and the subject word vector to obtain a fusion vector; convert the fusion vector to obtain a response text corresponding to the query text, and apply the dialogue processing method according to the embodiment of the present invention , which can reduce the generic replies generated in dialogue generation.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, and in particular, to a dialog processing method, device and computer storage medium. Background technique [0002] As an important development direction of artificial intelligence, dialogue generation technology has received extensive attention and application. The current mainstream methods include two: retrieval and natural language generation. The retrieval method is to search the corpus through the sentences input by the user, and find some relevant replies. If there are no relevant sentences in the corresponding corpus, the user cannot reply. The natural language generation method uses an end-to-end (end2end) framework, and the most commonly used is sequence-to-sequence (seq2seq, sequence to sequence), but based on the high probability of occurrence in people's daily conversations, it is easy to produce generality Reply, you may get "I don't know", "Okay", "Haha" a...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F40/253G06F40/295G06N3/04
CPCG06F16/3329G06N3/045
Inventor 祝文博雷欣李志飞
Owner 出门问问(武汉)信息科技有限公司
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