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A long text generation method, device and electronic equipment

A long text and text technology, applied in the field of devices and electronic equipment, long text generation methods, can solve the problems of high labor cost and low efficiency, and achieve the effects of improving efficiency, strong professionalism and logic, and saving manpower and cost

Active Publication Date: 2022-03-22
NOVNET COMPUTING SYST TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In practical application, this kind of answer articles still needs to be produced manually by domain experts, with low efficiency and high labor costs

Method used

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  • A long text generation method, device and electronic equipment
  • A long text generation method, device and electronic equipment
  • A long text generation method, device and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0100] This embodiment provides a long text generation method, which can generate a long text reply content according to the question asked by the user. The generation of the long text can be realized through the first model and the second model. Correspondingly, the method can include the model A training process and a model using process, wherein the model training process specifically includes training of the first model and training of the second model.

[0101] 1. Model training process:

[0102] (1) Refer to figure 1 , the training process of the first model includes the following steps:

[0103] S11. Obtain a plurality of first question training texts for training the first model, and a first human answer text corresponding to the first question training text; the first human answer text includes at least one second sentence.

[0104] First of all, a large number of user questions and corresponding human answers can be obtained, and a question-manual answer text libra...

Embodiment 2

[0167] refer to Figure 4 , which shows a block diagram of a long text generation device 400, which may specifically include:

[0168] The first obtaining module 401 is used to obtain the target question text;

[0169] The first retrieval module 402 is configured to retrieve relevant texts of the target question text from a preset article database; the relevant texts include at least one candidate sentence;

[0170] The first determination module 403 is used to determine the importance parameter in the text of the candidate sentence in the relevant text;

[0171] The second determining module 404 is configured to determine associated text of the associated text from the preset article database;

[0172] The third determination module 405 is used to determine the inter-text importance parameter of the candidate sentence appearing in the associated text;

[0173] The first output module 406 is used to take the candidate sentence as input, and output the probability parameter ...

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Abstract

Embodiments of the present invention provide a long text generation method, device and electronic equipment, which belong to the technical field of text processing. The method includes: for the target question posed by the user, professional articles related to the target question can be retrieved, and the intra-article importance parameter, the inter-article importance parameter, and the probability parameter that should appear in the answer long text for each sentence in the article can be determined , and then according to the above parameters, the target sentence that should appear in the long answer text can be selected from the sentences of the article, and then the selected target sentence can be input into the second model after training, so that the long answer to the target question can be automatically generated text. The long text of the answer is obtained by rationalizing and integrating the professional sentences searched for the target question, so it has strong professionalism and logic. In the embodiment of the present invention, there is no need to manually produce a long reply text, which improves the efficiency of automatic reply and saves manpower and cost.

Description

technical field [0001] The invention relates to the technical field of text processing, in particular to a long text generation method, device and electronic equipment. Background technique [0002] The automatic question answering system can automatically find the answer and give it back to the user according to the user's questions. It can be applied to many scenarios, such as the scene where the automatic customer service replaces the manual answering customer questions, and the scene where the voice assistant answers encyclopedic knowledge and other questions. The automatic question answering system can improve The efficiency with which users find knowledge. [0003] However, some of the current automatic question answering systems can basically only reply to short texts, and at most they can extract a text reply from an article. However, in practical applications in the fields of medical science popularization and children's education, the amount of information contain...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/332G06F16/35G06K9/62G06F40/30
CPCG06F16/3329G06F16/35G06F18/214
Inventor 王卓然沈寓实
Owner NOVNET COMPUTING SYST TECH CO LTD