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Machine reading understanding model training method and device and readable storage medium

A technology of reading comprehension and training method, applied in the field of device and computer-readable storage medium, and training method of machine reading comprehension model, can solve the problem of low accuracy of answers, and achieve the effect of improving accuracy and reducing training time

Pending Publication Date: 2021-12-17
RICOH KK
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0009] In the current machine reading comprehension technology, the accuracy of the final answer is not high

Method used

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  • Machine reading understanding model training method and device and readable storage medium
  • Machine reading understanding model training method and device and readable storage medium
  • Machine reading understanding model training method and device and readable storage medium

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Embodiment Construction

[0052] In order to make the technical problems, technical solutions and advantages to be solved by the present invention clearer, the following will describe in detail with reference to the drawings and specific embodiments. In the following description, specific details, such as specific configurations and components, are provided only to assist in a comprehensive understanding of the embodiments of the present invention. Accordingly, those of ordinary skill in the art should recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted for clarity and conciseness.

[0053] It should be understood that reference throughout this specification to "one embodiment" or "an embodiment" means that a particular feature, structure, or characteristic related to the embodiment is included in at least one embodiment of t...

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Abstract

The invention provides a machine reading understanding model training method and device and a readable storage medium. According to the machine reading understanding model training method provided by the invention, in the training process of the machine reading understanding model, the probability information of the stop words near the answer boundary is fused, so that the machine reading understanding model with better performance can be obtained by training in shorter training time, and the accuracy of predicting the answer by the model obtained by training is further improved.

Description

technical field [0001] The present invention relates to the technical field of machine learning and natural language processing (NLP, Natural Language Processing), in particular to a training method, device and computer-readable storage medium for a machine reading comprehension model. Background technique [0002] Machine Reading Comprehension (MRC, Machine Reading Comprehension) refers to the automatic and unsupervised understanding of text. Giving computers the ability to acquire knowledge and answer questions through text data is considered a key step in building general agents. The task goal of machine reading comprehension is to let the machine learn to answer questions raised by humans based on the content of the article. This type of task can be used as a baseline method to test whether the computer can understand natural language well. At the same time, machine reading comprehension has a wide range of application scenarios, such as search engines, e-commerce, and ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/08G06F16/35G06K9/62G06F17/18
CPCG06N3/08G06F16/355G06F17/18G06F18/22G06F40/30G06F40/279G06N3/084G06N3/048G06N20/00G06F40/20
Inventor 肖天雄童毅轩董滨姜珊珊张佳师
Owner RICOH KK