Data processing method for chat and related device

A technology for data and group data, applied in the field of chat data processing methods and related devices, can solve problems such as poor data processing effect and inability to better satisfy natural language processing, etc., so as to solve the problem of poor data processing effect and improve technology effect of effect

Pending Publication Date: 2022-02-01
上海嬉燃科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of this application is to provide a data processing method for chatting and related devices to solve the problem that the data processing effect for chatting is not good and cannot better meet the needs of natural language processing

Method used

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  • Data processing method for chat and related device
  • Data processing method for chat and related device
  • Data processing method for chat and related device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0039] Such as figure 2 As shown, the method includes the following steps S201 to S204:

[0040] Step S201, receiving the chat content input by the user;

[0041] Step S202, based on the content of multiple rounds of dialogue, if it is recognized that there is target information in the chat content, save the target information to a preset memory system, wherein the preset memory system is based on multiple rounds of dialogue using multiple groups The data is obtained through machine learning training, and each set of data in the multiple sets of data includes: dialogue data based on natural language and semantic labels of the dialogue data;

[0042] Step S203, in response to the data request instruction based on the chat information, call the memory information in the preset memory system and generate the dialogue and chat content associated with the memory information in line with the current context through the preset robot dialogue system, Wherein the preset robot dialog...

Embodiment 2

[0101] According to an embodiment of the present application, a data processing device for chatting for implementing the above method is also provided, such as image 3 As shown, the device includes:

[0102] The receiving module 301 is used to receive the chat content input by the user;

[0103] The identification module 302 is configured to save the target information to a preset memory system in the case of recognizing that target information exists in the chat content based on multiple rounds of dialogue content, wherein the preset memory system is based on multiple rounds of dialogue obtained through machine learning training using multiple sets of data, each set of data in the multiple sets of data includes: dialogue data based on natural language and semantic labels of the dialogue data;

[0104] The generating module 303 is configured to call the memory information in the preset memory system and generate a dialogue associated with the memory information in accordance...

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PUM

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Abstract

The invention discloses a data processing method for chatting and a related device. The method comprises the steps of receiving chat content input by a user; based on the multi-round dialogue content, under the condition that target information exists in the chat content, storing the target information to a preset memory system; and in response to a data request instruction based on the chat information, calling memory information in the preset memory system, and generating dialogue chat content which conforms to the current context and is associated with the memory information through a preset robot dialogue system. The technical problems that the chat data processing effect is poor, and natural language processing cannot be better met are solved. The chat experience of the user is improved after the long-term and short-term memory content and the natural language processing result are fused. The method is suitable for chat applications.

Description

technical field [0001] The present application relates to the fields of computer software and artificial intelligence, and in particular, relates to a data processing method for chatting and related devices. Background technique [0002] Natural language processing can achieve good accuracy in fields such as dialogue, translation, text summarization, and sentiment analysis. [0003] Chatbots based on natural language processing are mainly focused on the task-based limited scenarios. However, in an open communication context, chatbots do not have the ability to remember users. That is to say, if the user mentions the information of the previous chat during the chat, the chat robot cannot respond well or accumulate a relationship with the user. [0004] Aiming at the problem that the data processing effect of the chat in the related technology is not good and cannot better meet the problem of natural language processing, no effective solution has been proposed yet. Content...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/33G06F40/30G06N20/00
CPCG06F16/3329G06F16/3344G06F40/30G06N20/00
Inventor 龚渠成潘其威臧雨晨
Owner 上海嬉燃科技有限公司
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