Reading task processing method, model training method, device and computer equipment

A technology for reading tasks and processing methods, applied in the field of model training methods, devices, computer equipment, and reading task processing methods, which can solve the problems of low accuracy of answer texts and achieve the effect of accurate answer texts

Active Publication Date: 2020-08-18
TENCENT TECH (SHENZHEN) CO LTD
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  • Claims
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AI Technical Summary

Problems solved by technology

However, for a single round of dialogue, using the above-mentioned machine reading comprehension scheme can get a more accurate answer text, but when there are multiple rounds of dialogue based on the read text, the accuracy of the answer text is lower

Method used

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  • Reading task processing method, model training method, device and computer equipment
  • Reading task processing method, model training method, device and computer equipment
  • Reading task processing method, model training method, device and computer equipment

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Embodiment Construction

[0082] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0083] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial intelligence is t...

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Abstract

The present application relates to a reading task processing method, model training method, device and computer equipment. The method includes: obtaining the read text and the text to be dialogued and the historical dialogue text associated with the read text; the historical dialogue text includes at least one round of historical dialogue text; calculating the text to be dialogue by referring to the historical dialogue The reference index corresponding to the text; according to the text to be dialogued and the historical dialogue text corresponding to when the reference index reaches the reference condition, determine the key information in the read text; obtain the key information for answering according to the extracted key information The reply text of the pending dialogue text. Adopting this method can improve the accuracy of the reply text during multiple rounds of dialogue.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, in particular to a reading task processing method, model training method, device and computer equipment. Background technique [0002] With the continuous development of artificial intelligence technology, artificial intelligence technology has been researched and applied in many fields. Natural Language Processing (NLP) is an important direction in artificial intelligence technology, and is often applied to text processing, such as text optimization and machine reading comprehension. [0003] In the traditional machine reading comprehension scheme, the reading text and the text to be dialogued (that is, the text of the question) with the dialogue type set for the reading text are usually input into the sequence-to-sequence (seq2seq) model, and then the corresponding answer text is obtained. However, for a single round of dialogue, the above-mentioned machine reading co...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/289G06F40/30G06F40/211G06K9/62G06N3/04G06N3/08G06N20/00
CPCG06N3/084G06N20/00G06N3/045G06F18/24
Inventor 邱耀张金超牛成
Owner TENCENT TECH (SHENZHEN) CO LTD
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