Natural language processing model training method, text processing method and device
A technology of natural language processing and training methods, which is applied in the training of natural language processing models and the field of training devices for natural language processing models. It can solve problems such as limited features and unsatisfactory processing effects of natural language processing models, and achieve good results. Effect
Active Publication Date: 2022-06-07
BEIJING BOE TECH DEV CO LTD +1
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[0002] The current natural language processing (Natural Language Processing, NLP) technology, when training the natural language processing model, the main sample used is the natural language text itself, but the features contained in the natural language text itself are relatively limited. The processing effect of the natural language processing model is not very ideal
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[0142] The technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only a part of the embodiments of the present disclosure, but not all of the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present disclosure.
[0143] The terms used in the embodiments of the present disclosure are only for the purpose of describing particular embodiments, and are not intended to limit the embodiments of the present disclosure. As used in the embodiments of the present disclosure and the appended claims, the singular forms "a" and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It will also be unders...
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The present disclosure relates to a training method of a natural language processing model, comprising obtaining sample text; determining triplets in the sample text, the triplets including two entities in the sample text and a relationship between the two entities relationship; process the sample text based on the triples to obtain a knowledge fusion vector; input the knowledge fusion vector into a natural language processing model for training to obtain a target model. According to the present disclosure, the knowledge fusion vector can be obtained by processing the sample text based on the triplets in the sample text. Compared with the sample text, the knowledge fusion vector contains other triplet information other than the sample text information itself, such as the Entity information and relationship information between entities, so that the computer can more accurately obtain the true meaning of the sample text, so the target model obtained by training the natural language processing model based on the knowledge fusion vector has a better effect on natural language processing.
Description
technical field [0001] The present disclosure relates to the field of artificial intelligence, and in particular, to a training method for a natural language processing model, a training device for a natural language processing model, and a computer-readable storage medium. Background technique [0002] The current natural language processing (NLP) technology, when training the natural language processing model, the main sample used is the natural language text itself, but the natural language text itself contains relatively limited features. The natural language processing model of the processing effect is not very satisfactory. SUMMARY OF THE INVENTION [0003] The present disclosure provides a training method for a natural language processing model, a training device for a natural language processing model, and a computer-readable storage medium to solve the deficiencies in the related art. [0004] According to a first aspect of the embodiments of the present disclosu...
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IPC IPC(8): G06F40/20G06N3/04G06N3/08
CPCG06F40/20G06N3/04G06N3/08
Inventor 冀潮姜博然沈鸿翔张振中欧歌钟楚千魏书琪张鹏飞
Owner BEIJING BOE TECH DEV CO LTD