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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

Then, the learning termination determining section 15 determines whether or not the requirement for the termination of the learning is satisfied (in step S60). For example, the learning termination determining section 15 determines whether or not the difference between the weight W′N×V that is the parameter before the update of the weight W′N×V and the weight W′N×V that is the parameter after the update of the weight W′N×V is smaller than the threshold. The weight W′N×V before the update is the parameter adjusted by the parameter adjusting section 13. The weight W′N×V after the update is the parameter adjusted by the adjusted parameter distributed representation learning section 14. When the learning termination determining section 15 determines that the requirement for the termination of the learning is not satisfied (No in step S60), the learning termination determining section 15 causes the learning process to proceed to step S40 in order to further adjust the weight W′N×V after the update.

When the learning termination determining section 15 determines that the requirement for the termination of the learning is satisfied (Yes in step S60), the learning termination determining section 15 terminates the learning process.

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