Text processing method, model training method and device

A text processing and model technology, applied in neural learning methods, electrical digital data processing, biological neural network models, etc., can solve problems such as low accuracy rate and insufficient human natural language comprehension ability, so as to improve accuracy rate and understanding effect of ability

Active Publication Date: 2019-09-20
HUAWEI TECH CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the natural language human-computer interaction system learns only the meaning of the language itself, and its ability to understand human natural language is insufficient, which makes it have a problem of low accuracy when dealing with natural language processing tasks

Method used

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  • Text processing method, model training method and device
  • Text processing method, model training method and device
  • Text processing method, model training method and device

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Experimental program
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Embodiment Construction

[0088] The technical solution in this application will be described below with reference to the accompanying drawings.

[0089] In order to better understand the scheme of the embodiment of the present application, the following first combines Figure 1 to Figure 3 The possible application scenarios of the embodiments of the present application are briefly introduced.

[0090] figure 1 A natural language processing system is shown, and the natural language processing system includes a user device and a data processing device. Wherein, the user equipment includes smart terminals such as a mobile phone, a personal computer, or an information processing center. The user device is the initiator of natural language data processing, and as the initiator of requests such as language question and answer or query, usually the user initiates the request through the user device.

[0091] The above-mentioned data processing device may be a device or server having a data processing func...

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Abstract

The invention relates to the field of artificial intelligence, and provides a text processing method and device and a model training method and device, and the method comprises the steps: obtaining target knowledge data which comprises a first noun entity, a second noun entity and a contact between the first noun entity and the second noun entity; processing the target knowledge data to obtain a target knowledge vector; processing a to-be-processed text to obtain a target text vector, the to-be-processed text comprising the first noun entity; fusing the target text vector and the target knowledge vector according to a target fusion model to obtain a fused target text vector and a fused target knowledge vector; and processing the fused target text vector and / or the fused target knowledge vector according to a target processing model to obtain a processing result corresponding to the target task. According to the technical scheme, the accuracy of the target task processing result by the target processing model can be improved.

Description

technical field [0001] The present application relates to the field of natural language processing, and more specifically, relates to a text processing method, a model training method and a device. Background technique [0002] 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 the branch of computer science that attempts to understand the nature of intelligence and produce a new class of intelligent machines that respond in ways similar to human intelligence. Artificial intelligence is to study the design principles and implementation methods of various intelligent machines, so that the machines have the functions of perception, reasoning and decision-making. [0003] With the continuous d...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/27G06K9/62G06N3/04
CPCG06F40/205G06F40/295G06F40/30G06N3/045G06F18/214G06N3/084G06N3/063G06F40/216G06F40/284G06N3/042
Inventor 王雅圣蒋欣陈晓刘群张正彦岂凡超刘知远
Owner HUAWEI TECH CO LTD
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