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Dialogue generation model determination method and device, storage medium and electronic device

A technology for generating models and determining methods. It is applied in electrical digital data processing, special data processing applications, instruments, etc., and can solve problems such as lack of information, single response content, and poor user dialogue experience.

Active Publication Date: 2019-09-24
TENCENT TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0006] The purpose of this disclosure is to provide a method for determining a dialogue generation model, a device for determining a dialogue generation model, an electronic device, and a computer-readable storage medium, and to a certain extent On the one hand, it overcomes the problem that due to the single reply content and lack of information generated by the dialogue generation model in related technologies, it is impossible to accurately and effectively answer the questions raised by the user, which in turn leads to the poor dialogue experience of the user

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  • Dialogue generation model determination method and device, storage medium and electronic device
  • Dialogue generation model determination method and device, storage medium and electronic device
  • Dialogue generation model determination method and device, storage medium and electronic device

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Embodiment Construction

[0041] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details being omitted, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solution...

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Abstract

The invention provides a dialogue generation model determination method and device, a storage medium and an electronic device, and relates to the technical field of artificial intelligence. The dialogue generation model determination method comprises the following steps: obtaining a plurality of groups of training samples, wherein each group of training samples comprises first input information and target reply information; based on the first input information and the target reply information, determining a first target word according to a word library, and determining a first hidden variable according to the first target word; training the dialogue generation model based on the first hidden variable; the lexicon is a word set of the dialogue text. According to the technical scheme provided by the invention, the diversity of replies generated by the dialogue generation model is improved, so that questions proposed by a user can be accurately and effectively answered, and the dialogue experience of the user is improved.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, in particular, to a method for determining a dialogue generation model, a device for determining a dialogue generation model, and a computer-readable storage medium and electronic equipment for realizing the above method for determining a dialogue generation model. Background technique [0002] Dialogue generation models can generally be applied to intelligent robots, such as smart speakers that can communicate with users, or navigation robots, etc., and can also be applied to chat systems. Specifically, for the voice of the user asking a question, the dialogue generation model determines the query text according to the voice and uses it as the input of the model. Further, based on the above query text, internal calculations are performed to determine the reply to the user's question, and then the reply is fed back to the model as the output of the model. user. Generally...

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Application Information

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IPC IPC(8): G06F16/33G06F16/332G06F16/35G10L15/26
CPCG06F16/3329G06F16/3344G06F16/35G10L15/26
Inventor 高俊闭玮刘晓江史树明
Owner TENCENT TECH (SHENZHEN) CO LTD
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