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Information processing device, learning method, and storage medium

專利號
US11176327B2
公開日期
2021-11-16
申請人
FUJITSU LIMITED(JP Kawasaki)
發(fā)明人
Yuji Mizobuchi
IPC分類
G06F40/58; G06F40/30; G06F16/00; G06F40/45; G06F40/216; G06F40/284; G06N20/00
技術(shù)領(lǐng)域
word,learning,language,words,parameter,in,section,target,space,vector
地域: Kawasaki

摘要

A non-transitory computer-readable storage medium storing a program that causes a computer to execute a process, the process includes learning distributed representations of words included in a word space of a first language using a learner for learning the distributed representations; classifying words included in a word space of a second language different from the first language into words common to words included in the word space of the first language and words not common to words included in the word space of the first language; and replacing distributed representations of the common words included in the word space of the second language with distributed representations of the words, corresponding to the common words, in the first language and adjusting a parameter of the learner.

說明書

FIG. 3B is a second diagram illustrating the example of the process of learning a distributed representation according to the embodiment;

FIG. 3C is a third diagram illustrating the example of the process of learning a distributed representation according to the embodiment;

FIG. 4 is a diagram illustrating an example of a process of adjusting a parameter according to the embodiment;

FIG. 5 is a diagram illustrating an example of a process of learning a distributed representation using the adjusted parameter according to the embodiment;

FIG. 6 is a diagram illustrating an example of a flowchart of a learning process according to the embodiment;

FIG. 7 is a diagram illustrating an example of a hardware configuration of the information processing device;

FIG. 8 is a diagram illustrating the Skip-gram model of Word2Vec; and

FIG. 9 is a diagram illustrating an example of vector mapping to be executed between tasks using distributed representations of words.

DESCRIPTION OF EMBODIMENTS

Hereinafter, an embodiment of a learning program disclosed herein, an information processing device disclosed herein, a learning method disclosed herein is described in detail with reference to accompanying drawings. The present disclosure is not limited by the embodiment.

Embodiment

權(quán)利要求

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