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Semantic relation learning apparatus, semantic relation learning method, and semantic relation learning program
Semantic relation learning apparatus, semantic relation learning method, and semantic relation learning program
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机译：语义关系学习设备，语义关系学习方法和语义关系学习程序
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摘要
The semantic relationship learning apparatus 1 combines the language data constituting the plurality of regular data pairs to create a plurality of auxiliary example data pairs, and the language constituting each of the auxiliary example data pairs. A feature-quantity extracting unit 13 that extracts a feature from data, a similarity calculator 14 that calculates a degree of similarity between the feature quantities in each of the auxiliary data pairs, and a plurality of auxiliary data pairs based on the degree of similarity by classifying into a plurality of predetermined similarity ranges, thereby creating a plurality of auxiliary example data sets for learning corresponding to the plurality of similarity ranges; and a selection schedule predetermined based on the plurality of similarity ranges. In the following order, the training data set selection unit 17 that selects any one auxiliary example data set for learning from among a plurality of auxiliary example data sets for learning, and machine learning processing using the selected auxiliary example data set for learning and a plurality of regular data pairs A learning processing unit 18 to perform is provided.
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