Dialogue method, medium, device and computing equipment

A dialogue and opponent technology, applied in computing, special data processing applications, instruments, etc., can solve problems such as dialogue non-stationarity, dialogue strategy changes, failures, etc., and achieve the effect of improving instability problems

Active Publication Date: 2019-12-13
TSINGHUA UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Most existing dialogue learning methods assume that the user or opponent adopts a fixed dialogue strategy (that is, the dialogue task goal is fixed), but in real-world scenarios, the dialogue may be diverse, that is, the dialogue strategy (goal) will be change
Therefore, existing methods may fail due to the non-stationarity of the dialogue

Method used

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  • Dialogue method, medium, device and computing equipment
  • Dialogue method, medium, device and computing equipment
  • Dialogue method, medium, device and computing equipment

Examples

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Embodiment Construction

[0070] Embodiments of the present invention will now be described in detail with reference to the accompanying drawings. It should be noted that the following description is exemplary only and is not intended to limit the present invention. Also, in the following description, the same reference numerals will be used to designate the same or similar components in different drawings. Different features in different embodiments described below can be combined with each other to form other embodiments within the scope of the invention.

[0071] Combine below figure 1 To describe the dialogue method according to an exemplary embodiment of the present invention, the dialogue includes multiple rounds of dialogue between the dialogue parties, one of the dialogue parties is the target agent, and the other party is the user or the opponent agent, the method includes :

[0072] Step S110, estimating the action corresponding to the target agent according to the opponent's utterance in ...

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Abstract

The embodiment of the invention provides a dialogue method. The dialogue comprises multiple rounds of dialogues between two parties of the dialogue, one party of the two parties of the dialogue is a target intelligent agent, the other party of the two parties of the dialogue is a user or an opponent intelligent agent, and the method comprises the following steps: estimating an action correspondingto the target intelligent agent according to opponent utterances in the dialogue of this round; estimating an action corresponding to the opponent based on the estimated action; selecting an optimalaction for the opponent action; and generating a corresponding utterance according to the selected optimal action. According to the method, the action of the opponent is estimated to select the more appropriate action and generate the corresponding utterance, so that the decision of the intelligent agent is forward-looking, the more appropriate dialogue can be generated, and better experience is brought to the user. In addition, the embodiment of the invention provides a dialogue device, a medium and computing equipment.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of human-machine dialogue, and more specifically, the embodiments of the present invention relate to a dialogue method, medium, device and computing equipment. Background technique [0002] This section is intended to provide a background or context for implementations of the invention that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] Human-machine dialogue is a challenging task in Natural Language Processing (NLP) and the realization of real artificial intelligence. Existing dialogue systems include task-oriented dialogue systems and open-field dialogue systems. Dialogue systems are designed to help humans complete specific tasks, such as completing instructions issued by humans and guiding people to complete a certain task. At the same time, dialog systems are designed to complete the process of imitati...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F17/27G06N3/04
CPCG06F16/3329G06N3/045
Inventor 黄民烈张正朱小燕
Owner TSINGHUA UNIV
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