A deep learning based method benefiting from characteristics of patents for semantic relation classification
Journal of Informetrics(2022)
摘要
•The unique characteristics of patents are highlighted via comparison.•A customized deep-learning model is proposed to leverage such characteristics.•The connection between entity pairs is measured on the basis of associated rules.•The proposed model outperforms prior models on semantic relation classification.
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关键词
Semantic relation classification,Deep learning,Linguistic characteristics,Similarity measure,Patent analysis
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