Bilingual emotional dialogue generation system based on interactive decoding

A generative system and interactive technology, applied in speech analysis, character and pattern recognition, biological neural network model, etc., can solve problems such as not being able to mine emotional elements well, not being meticulous, and answering emotional intensity uncontrollably.

Active Publication Date: 2020-11-24
HEFEI UNIV OF TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] Although the above dialogue generation model has noticed the importance of emotional factors in the dialogue system, the effect achieved is not satisfactory. It cannot well mine the emotional elements in the dialogue content, and the emotional intensity ...

Method used

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  • Bilingual emotional dialogue generation system based on interactive decoding
  • Bilingual emotional dialogue generation system based on interactive decoding
  • Bilingual emotional dialogue generation system based on interactive decoding

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Embodiment Construction

[0067] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0068] The embodiment of the present invention finds that the existing problems of the dialogue system that have been proposed at least include: when multi-corpus is used for training, the auxiliary role of supplementary information between different languages ​​​​is not considered in the process of generating replies; only relying on a single constraint cannot meet actual needs . Therefore, the embodiment of the present invention proposes that it is necessary...

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Abstract

The invention relates to a bilingual emotional dialogue generation system based on interactive decoding. Multi-language information complementation is adopted, and high-quality emotion replies can begenerated. The traditional emotional dialogue generation model is trained and tested by using a single corpus, a bilingual material (Chinese and English) is used for training and testing the model, and in the process of generating emotion replies, a Chinese decoder and an English decoder carry out information complementation through an internal and external interaction mechanism. Wherein the internal interaction is used for mining dynamic context information between answers in different languages by virtue of an auxiliary effect of redundant information between languages, and generating replies by utilizing more sufficient information, so that the confusion degree is reduced, the quality of answer contents is improved, and high-quality emotion replies are generated; after the context information of the other decoder is fully considered in external interaction, emotion words or common words are selected and generated through the type selector, and grammatical rationality and emotion naturalness of reply are balanced.

Description

technical field [0001] The embodiment of the present invention relates to the technical field of language processing, in particular to a bilingual emotional dialogue generation system based on interactive decoding. Background technique [0002] At present, the application range of man-machine dialogue system is getting wider and wider. For example, in the medical field, dialogue systems can provide health information services to patients and consumers more conveniently; in the field of e-commerce, task-oriented dialogue systems can assist customers to complete online shopping. [0003] With the importance of emotion in improving conversation quality highlighted, the field of emotional dialogue generation has gradually attracted people's attention. The researchers found that the introduction of emotional factors in the dialogue process can improve the user's sense of experience. In order to make the dialogue system more intelligent and the generated responses to meet people...

Claims

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Application Information

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IPC IPC(8): G10L19/18G06F40/35G06K9/62G06N3/04G06N3/08
CPCG10L19/18G06F40/35G06N3/049G06N3/08G06N3/047G06N3/045G06F18/253
Inventor 孙晓王佳敏汪萌
Owner HEFEI UNIV OF TECH
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